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Paper Citation Record · LEDGER

From Local to Global: A Graph RAG Approach to Query-Focused Summarization

As of 7 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 100 inbound Pith citation observations for arXiv:2404.16130.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2404.16130 v2

Coverage vector

measured 79 of 79 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T05:10:57.816312Z

measured 179 of 179 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 100 of 482 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:51:44.500453Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-10T06:15:00.866473Z

Reference resolution

79 of 79 outbound references displayed

  • verified exact26
  • verified fuzzy22
  • unresolved25
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d165191e-d0fe-4084-b472-61d54e98322d · outbound

This paper cites GPT-4 Technical Report.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization GPT-4 Technical Report

Reference 1

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T05:10:58.164504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:7b8a91021662e0b64502db5a58e44bfb009367d854e98f5db8f2efb51554cfc9

Observation 2adf73ff-3c43-4293-942e-ec062c11152c · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Gemini: A Family of Highly Capable Multimodal Models

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T05:10:57.880214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:6cd2ec47fe206f037363eb5ecb39b50a2df7d232ba3769a541de2db043f5ca9f

Observation 08584c20-802a-4012-adf6-134708f6cb82 · outbound

This paper cites Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:10:58.058847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:c7c034583b0a81fdf1e55483c887841843e57485e341c1f43a73d31677133c7c

Observation 82be0fba-d7ed-4611-83e4-837bbec0fe7b · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.259966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:c45231120fdc07f30f33d30a922e7ce0e20169be997521cb064b7a625d99443f

Observation ed208e4b-abb2-489f-9ce4-64a237c5c388 · outbound

This paper cites and Gulla, J.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization and Gulla, J

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.264281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:6c148c71da6edc769a0cf9d8a411cad441905b271bb348e308c1fd9da0464be7

Observation 1cb61f55-d40e-4e71-969e-9b3d97e90c33 · outbound

This paper cites Query Focused Abstractive Summarization: Incorporating Query Relevance, Multi-Document Coverage, and Summary Length Constraints into seq2seq Models.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Query Focused Abstractive Summarization: Incorporating Query Relevance, Multi-Document Coverage, and Summary Length Constraints into seq2seq Models

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-07-04T22:30:09.997806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:fd62abde31d006bc08c0e96b19db0725447c08bf00dca8833777819084c001cd

Observation b6ebdfa1-234c-4a38-a753-7e2ddccaeba2 · outbound

This paper cites D., Guillaume, J.-L., Lambiotte, R., and Lefebvre, E.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization D., Guillaume, J.-L., Lambiotte, R., and Lefebvre, E

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.268025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:fe20fd560b9506ae6deb1bcfde46efad2dd1b1887a2877212a017aa61226fe35

Observation 3e521f33-ef2c-44db-b56c-1979faa3b01c · outbound

This paper cites D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.274233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:a071e91b67ec4d69039242f8da0a4400f6b9e38e2ca6a6e24dd73cc9a7f3733f

Observation b5aa556e-d172-4c38-b6db-c4029bbef9ae · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.278621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:2d296d2884c53d6d2a0ea442accb68f5dbbeda1da86f6b256c6af59fe8c8c876

Observation 418d5d83-c6fb-4524-8d24-af47c097e214 · outbound

This paper cites and Christen, P.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization and Christen, P

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.285410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:6e4c397de453749da332eb1b7efdacc5d20267d416ebccf12f092895b6934429

Observation 35ff15a0-1758-47ef-bf9b-666aac31d7cf · outbound

This paper cites D., Bridgeford, E.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization D., Bridgeford, E

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.293348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:34220595b51e238e0caec90a609a1556df730c2eb99947b27c533a26a30fc8f4

Observation d7b64a83-0478-42eb-a41e-00b5ee77ed11 · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.297903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:cd7b45d06b783452725f6eb9457e5ee671f09168aa88467a28711c4ef043dfbb

Observation 7d04ea28-99c5-46f0-8246-0ce961276366 · outbound

This paper cites K., Ipeirotis, P.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization K., Ipeirotis, P

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.301878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:a5248e234919f0baf79981bead75cd46018212abca8a2e6f70075b1219689f79

Observation 840fd365-5258-4042-ad72-5ba10755ff80 · outbound

This paper cites Ragas: Automated Evaluation of Retrieval Augmented Generation.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Ragas: Automated Evaluation of Retrieval Augmented Generation

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:37:40.926471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:b1ad62aef729d700b64b8f6364e32bbf5b2867b969170639f3628272cacb6ce1

Observation 14a3a6b7-c938-4eba-b948-c9db8c609782 · outbound

This paper cites S., and Yates, A.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization S., and Yates, A

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.307588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:afb4ab4e77a2a497d2a495fb1da1a4b7b2048edbb27b972e8b24b43563c7e0ee

Observation 93f1f42b-9bc4-447d-9796-05e229bb4060 · outbound

This paper cites Retrieval-Generation Synergy Augmented Large Language Models.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Retrieval-Generation Synergy Augmented Large Language Models

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:10:58.074151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:5e7968226e3c9aa93f8dd1bad8d794b9e965fba75082113059644de6dedc2b39

Observation e9368111-e334-426c-9655-34108c69595f · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.312748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:20886461edf618e2a0a2d0cba0a3e04ff68fc27e946548548f6a61d7da1b8ccf

Observation ba17004d-239d-441a-9eb9-d99ae147f11a · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-05-11T05:10:58.086257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:f1faeb1343ded656abcf6c1c7982fb4d792c7265839d632fc998db97a97ed3be

Observation af150abf-5fd8-4882-9c6d-eb533fdb732c · outbound

This paper cites G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T05:10:58.097039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:19556f467ff59016987d2205d04e68bcac7b516ed1af6032c2a171e14775386f

Observation b08724e5-9700-4061-a60a-fe3e237d36e6 · outbound

This paper cites Large Language Models Cannot Self-Correct Reasoning Yet.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Large Language Models Cannot Self-Correct Reasoning Yet

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-12T05:48:28.335998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:729a799a867f88cc4353c8265b9410288461cc0e716ffa7ab8cfb68dcd1860ab

Observation 27d40f96-5c49-45a7-8748-c125c5374539 · outbound

This paper cites Jacomy, T.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Jacomy, T

Reference 21

Resolution
verified exact
doi, observed 2026-05-11T05:10:57.875497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:ea5bd8d919e8228a8a75b49f31317342592c0294d4064c23ecd53f071747e40a

Observation 6b4b6de9-9afd-40c0-af55-a528a56289d3 · outbound

This paper cites Y., and Zhang, W.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Y., and Zhang, W

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.318730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:5dcec42d471fda4566f99f1b314e1c52d6fc972c74405a8ddd8ce227cdbbf2a1

Observation 7498b639-0275-463b-b22f-77c62c21110c · outbound

This paper cites Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation

Reference 23

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T05:10:57.943206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:ab118e478836d8a8c17d2b583ce6aeb7df0b394180d0ec1cc9951e8331be8e59

Observation d848d174-1d0f-455a-855d-94a92598f344 · outbound

This paper cites Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP

Reference 24

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T05:10:57.949874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:2a43b5f63c26b6564d10c5a5c972910446fc56c98a11fc491e908995a2d3011d

Observation 7ff64704-0dc1-4416-b7e1-e100dc4e071d · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.324123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:3e6526af600fa1e1e2352e2c425eb4f1b1e79d08b551b2f8b262a13338df2157

Observation 1a785f87-7082-4d55-852e-d14f84dc640f · outbound

This paper cites Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:10:58.005467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:70b1b46e045bc217d255344143e2a107daee42a91f9ad74e60c49b7124753ea1

Observation 4b087761-81fb-4a84-8c19-61c05b6bef49 · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.332565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:1f56fa0cfd402f312ccb47aaef3e48678ece186476616c1846b4dbd5036bf327

Observation ed33481b-3f86-4d56-88b1-ba3384829c1a · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.336824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:0268d3d99edcd9f2a5b4f0f202f62b586715172ab04bf90a4895a4df998515db

Observation 7b418d30-db40-4fef-9b4d-f2eec12d590b · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.343198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:1f221ae27fef3c9587687b0dffef3a9a44cf4fbdc86b10556f92d722fabc6cdd

Observation 1fadc416-ed90-4ed1-a8b8-8d63360a3d6c · outbound

This paper cites Langchain graphs.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Langchain graphs

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.347564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:1ffc214afb563f5eea02cd35a6c0b1d81c4f33d0c23cbbe0027648b9a7c136b0

Observation 7a37badb-f801-48d2-9d2a-e32c8382559c · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.353473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:df7af43d10e07505c290dff1443511d90186f575d1373fccd95ef5043e853d9c

Observation 68a59ffe-5da9-4b9e-bc70-435ec5e804ca · outbound

This paper cites u ttler, H., Lewis, M., Yih, W.-t., Rockt \.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization u ttler, H., Lewis, M., Yih, W.-t., Rockt \

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.357701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:82ad2bb13fa230d650e865d9b93842139b1b08d6ee3d01e46e56106249689541

Observation 7d093aad-647c-487f-97ad-aa7703bda508 · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Lost in the Middle: How Language Models Use Long Contexts

Reference 33

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T05:10:58.155650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:ebe1c575511df7afdf5bd87f84f52edd081e931c093dc42267f0c227b98ca31c

Observation bc8f332b-6093-40e1-8127-5bc8d02b5eda · outbound

This paper cites GraphRAG Implementation with LlamaIndex - V2.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization GraphRAG Implementation with LlamaIndex - V2

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.364728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:d3a80d3b7e0a1a4807da347aff4bf0f925469425eb2263857c2d58b99406e482

Observation 1472484f-a00d-457a-bbe7-e08f2a9fc5ba · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.370879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:2cab5443a35ff39c248fffddfd75a18180bbc130b8c0882a6ca9541d4f754a2b

Observation a24c408b-f4e2-4c28-9364-5aa9c5ecc987 · outbound

This paper cites SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-15T15:11:22.649439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:582533239e2f84dbc304ac6a0e7a503422e120033420245a6e0b629f1d5c72c5

Observation a2e69707-9ab9-451c-bdd3-f2d95d22d63d · outbound

This paper cites Generation-Augmented Retrieval for Open-domain Question Answering.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Generation-Augmented Retrieval for Open-domain Question Answering

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:10:57.914829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:920005f528f4ff1e06387615b9c7707d9e708a29bd84760be4d699f182605430

Observation 4e16fdf7-d2af-4628-865f-5100cd985ac6 · outbound

This paper cites M., Klavans, R., and Boyack, K.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization M., Klavans, R., and Boyack, K

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.374876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:aa7ea6f8b4a47cbb41dd2196d54ae0ed513b05f82992a2cd4d1c43c5fbc21d1d

Observation 5d11bda8-f9bb-425e-baab-e5900025cd0e · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.378637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:f248f46b72df4c50f5aca149d916e40aa2b92b54b3bd90b4a1fa02dbf6e8ca71

Observation db024cb4-17ce-499b-a79c-13c0175cc6ed · outbound

This paper cites and Larson, J.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization and Larson, J

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.382841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:6091e0941bf8f89d5d6d85b817921f7331fc2ccaa9c9148340b1c309d698eb51

Observation f08ecf44-9fec-498d-b778-86283e652966 · outbound

This paper cites The impact of large language models on scientific discovery: a preliminary study using gpt-4.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization The impact of large language models on scientific discovery: a preliminary study using gpt-4

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.397888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:1500a93dc14189a973ba71da92fd9553de5fc60c4a4d5c7c328a6ab374407eca

Observation a20c7233-39b6-42dc-9fcc-02d26e4b9e2c · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.411547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:fe3c63e05a616c09c8ad812a63765999cc6bb2b70bf278621ef7cef71765e19c

Observation f6eb47fe-3b48-4ecf-8d03-56cf2dcf9158 · outbound

This paper cites Nebulagraph launches industry-first graph rag: Retrieval-augmented generation with llm based on knowledge graphs.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Nebulagraph launches industry-first graph rag: Retrieval-augmented generation with llm based on knowledge graphs

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.423663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:f964378dc7bc7154d3fcd87682e6a13de6c42475f53e2533325c4d2a7fc42e07

Observation b7e449c9-9573-48f1-9e23-53a91dd99fa1 · outbound

This paper cites Get started with graphrag: Neo4j’s ecosystem tools.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Get started with graphrag: Neo4j’s ecosystem tools

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.440061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:c8c3850cc10af17414841aa0a8755d322756ff3d185e6658dc83a44a0f2a024a

Observation 084342c4-5cf3-434d-b107-277d6c16628e · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.449646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:a3172c7710d5c58f2886a848b9d60db8ba99bd8124ec682ef60586340035311a

Observation 3f21d66b-6d46-4940-8ebc-502e4766c7b8 · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.458163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:de07ea046509e4871802fd7fdde29e24b7df5a271c9809d2bac8d12bbb90b328

Observation 2dc3f22b-4281-42fe-9cfb-1a315258d18a · outbound

This paper cites Chatgpt: Gpt-4 language model.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Chatgpt: Gpt-4 language model

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.469238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:4da4414ae3271afc787db8ba9576bdd830b33c3d1ae62873e4535325dfc2341f

Observation fc813f05-c2c5-484a-bd58-aef5eb331193 · outbound

This paper cites and He, H.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization and He, H

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.168809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:90ce5c937b673dd8a437e75bdb4c56ae5929a42257503641c9e0d5b02b58da06

Observation aca961fb-8973-4d6f-a44e-f96de15f9135 · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.172956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:1a2453395ed07d09121f6a8b94d7dbd73427c99195a043516bd4b37ca43e3763

Observation 88c72b9d-94b9-41b8-88e8-066f9237c87d · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.177115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:239c3aa220eab32d33a70ce5ce1a30218ff42a2e7b9f12cc4d0609e1db5ba7dd

Observation 67f3894a-a9ee-4c77-a7e4-ee0eadad51d7 · outbound

This paper cites FABULA: Intelligence Report Generation Using Retrieval-Augmented Narrative Construction.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization FABULA: Intelligence Report Generation Using Retrieval-Augmented Narrative Construction

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:10:57.888147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:2e6a25a78d378e3fdc44cab0ef4457bc3e55a7f3331abe2c640503c57b22b75b

Observation e571aca7-47bf-48b4-97a4-70f52bd4e00a · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.185954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:f35ae266e713358f30fa1ea23b3bbde45eb0ffb660241a039aa59f3c0c5da08d

Observation 9c3e02a6-9d71-4527-b2ff-28764310d16b · outbound

This paper cites RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-05-15T13:07:16.607810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:0e34472b780b777539cda203469b078045ef47b9f23ded35b5a0872c2fef5aa6

Observation 3719c838-2bf8-4dd0-916c-9bbd6ae176c0 · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.192352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:796e71298bcd3f948218413385c2a47a919cda63ff2363648efeb3c5a91cdef7

Observation 24e1e052-3524-4785-aed7-b7d1d5c2a996 · outbound

This paper cites Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:10:57.925803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:e9099f6abda4f05a6d5a888a565c413a891d8c7bf42e263483cea58dd47372e1

Observation 688122a8-c947-4749-aeef-c4935ab4503d · outbound

This paper cites A., Rey, B.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization A., Rey, B

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.196469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:2ea73a8ef62a5a21fb85620279ee6cf3b81d698adcfd08fc04047a038371c0ad

Observation 6b7bbba7-c447-4013-9983-ccf193936679 · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.204039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:cbe4799e57813e0d0f90cbf9ffccb7d414a559b901ab1e2f534135ccf05328d3

Observation c3ce9bdc-7c65-42ea-b16e-db9c785e3795 · outbound

This paper cites CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management

Reference 58

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:10:57.956573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:7717d915667a0128d0ee40ebebe7a5fac4422067b1d4036c932d49db2c676491

Observation c09a092d-8d4e-480b-a295-1153355b1ecc · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.209838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:90065b5fb3ed434b44ef97c49d6cb997331d8e93ce02255fc9f4c6f5314e4ab3

Observation 68f43687-6cfb-4d7c-ae7c-bb8fdd64db2c · outbound

This paper cites MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries

Reference 60

Resolution
verified exact
arxiv_id, observed 2026-05-15T13:54:20.016955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:cd4d7ecbeff207233bc671a0e4488dc791abf7cc3f6ae3125a40de7ee5210ff4

Observation 065c05a2-3cc9-401d-9aa2-4e005a8e5996 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-05-11T05:10:57.976348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:162edaae1170b2af896c2a64b776b54e5c02ad95b4d05436ef797af01ec0acbc

Observation 239cffd7-555d-4ac2-bccf-403bb949ab4d · outbound

This paper cites A., Waltman, L., and Van Eck, N.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization A., Waltman, L., and Van Eck, N

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.217357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:7d5eaff026f4d2086214fc597d7d6c957b8b85060a5ec5e5b6abab1ebaf0f67c

Observation b9b029eb-c2be-4f7a-a848-10c65ac1f37f · outbound

This paper cites Enhancing Knowledge Graph Construction Using Large Language Models.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Enhancing Knowledge Graph Construction Using Large Language Models

Reference 63

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:10:58.015219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:d04afa6bd65d06e9105c85ddd908a23a9271ff1bb710de6ba4130f25bbc750d7

Observation 47540ce3-4469-4328-89b8-9c0cb33fd536 · outbound

This paper cites Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions

Reference 64

Resolution
verified exact
arxiv_id, observed 2026-05-18T07:56:29.446667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:5bff4c83188a51f7baa06f7d89d6e62238ff9d1ee754644c0075204511e7fb8d

Observation d53759e9-017d-4afd-a1b8-aa63f2e7c5af · outbound

This paper cites Is ChatGPT a Good NLG Evaluator? A Preliminary Study.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 65

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:10:58.035351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:ce22b9ffacba8dfac836194226bada0ea8310f351fa619c68b646b9f17f5dce0

Observation b2c7b0c3-ff43-4a63-b061-1e10f9113b8d · outbound

This paper cites FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation

Reference 66

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:10:58.044971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:1b1ca273e41ec1026121c68555db693b01942a793970bef556d8feaaefa96c48

Observation 1fe05a1c-285c-4a49-b0c8-98d46c100d1f · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 67

Resolution
verified exact
local_arxiv, observed 2026-05-11T05:10:58.050186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:7015aa0727d5cd7cdd6636542a5eac5a16cb2b73fa458f7451d5b90fd9d6b8d0

Observation d29ef6e8-bca5-47a7-b3ad-95b73ccee2aa · outbound

This paper cites A., Siu, A., Zhang, R., and Derr, T.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization A., Siu, A., Zhang, R., and Derr, T

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.222354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:287e87008722e4dfcf0bb22be0d9a2c050ff812e80e59ff99d3823ee693e455e

Observation 965704ab-04b3-49ca-ba6e-e06e3abf7d12 · outbound

This paper cites Text Summarization with Latent Queries.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Text Summarization with Latent Queries

Reference 69

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:10:58.065652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:8aa272d0fde811865ac6d51f41715196dc050b20ae33e25f70a00be3ff6054da

Observation 71bb2852-fc68-41b0-9706-07618c4932fd · outbound

This paper cites W., Salakhutdinov, R., and Manning, C.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization W., Salakhutdinov, R., and Manning, C

Reference 70

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verified fuzzy
raw_fallback, observed 2026-05-11T05:10:58.230457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:43f758145122662e2e64f0e4f89e609b724f444a0d49c3d2e1fb555fca8305e3

Observation 6e122354-cd9c-4be4-8b7e-924022f09314 · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.234912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:0b2521b0e834cafdfae16d636402ee20196102b94998b83498a421d1198cacad

Observation 79911b40-561b-4311-9185-a43da0e7dfae · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.239224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:2549c21b5422df24f1ba2ed754e552ee2f33e88261c688d9096ffacd89a02246

Observation c1ce971b-c892-43c8-a23e-f55849a339ed · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.247479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:9ba800abe812b8ad9fd7a157d0771b94ef01cb69bef22307a4d33d92837ca797

Observation 246381f3-539f-4c3e-a52a-21eafb6c6b56 · outbound

This paper cites S-Eval: Towards Automated and Comprehensive Safety Evaluation for Large Language Models.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization S-Eval: Towards Automated and Comprehensive Safety Evaluation for Large Language Models

Reference 74

Resolution
verified exact
arxiv_id, observed 2026-08-04T01:57:26.797777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:f78042c90e052e69a32a733dd6b9200d366e11d6c24459013d04a22bbf205efb

Observation c255448a-212a-459c-926b-3ff0ac88b588 · outbound

This paper cites Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Augmented by ChatGPT.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Augmented by ChatGPT

Reference 75

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:10:58.106562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:20699c5952c8eb41dd2ce08f894c7daa8b5791ed6495d5f0013a476757602c88

Observation 8209bf06-7b3d-4d34-a716-24501ea79229 · outbound

This paper cites Causal Graph Discovery with Retrieval-Augmented Generation based Large Language Models.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Causal Graph Discovery with Retrieval-Augmented Generation based Large Language Models

Reference 76

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:10:58.134397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:b360fd66982686049e31f80af96090b9a8b4b04d53847b403f9f4256f8f898f5

Observation 9df7dcb1-aa50-4aba-8da7-7640ee7392da · outbound

This paper cites DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph

Reference 77

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:10:58.143602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:7c9160eb221730837ddeda292e098487141ce1e6e4c8cbd27c9f201f6ee135ca

Observation 79676afc-ab33-4660-9c8a-349c60c374b5 · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.251984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:93ebfdd6a7d7e3399973d5bfc3194478d87353a15a654cbf51ed2697079ac45f

Observation 67286048-bfbd-4505-b9d6-9c7bdb26b097 · outbound

This paper cites an unresolved cited work.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-05-11T05:10:58.255762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-11T05:10:57.816312Z digest=sha256:db130e27beffe6d368ccb9010d41b46b29fbb99734fe5cc11c0ad6d9fb640d09

Pith citing papers

Observation a2288323-08db-4aa5-bd96-b435b89b6e10 · inbound

MinerU: An Open-Source Solution for Precise Document Content Extraction cites this paper.

MinerU: An Open-Source Solution for Precise Document Content Extraction From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-05-16T04:00:25.801509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-16T04:00:25.624430Z digest=sha256:1f84ca337fe8ca513da95c1be47e17c75abbcee6fbe7909078d937f6957488bf

Observation ad166c8b-4e5d-43dc-ad83-4e3d5e8d46d2 · inbound

LightRAG: Simple and Fast Retrieval-Augmented Generation cites this paper.

LightRAG: Simple and Fast Retrieval-Augmented Generation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-05-13T01:59:04.171686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-13T01:59:04.121183Z digest=sha256:c60806c751fb296cd45ff99d360301b236e5294944e3b4de91020b4524dd1f0c

Observation 7a9822f6-5e06-4260-80e4-9860f2969627 · inbound

PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling cites this paper.

PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-05-23T19:43:23.858023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T19:39:35.147671Z digest=sha256:0c21154b8509b19df873f4f0ed2f862c30a4806e9282ff37f44f1fa84edf5720

Observation 1f1a0181-54ee-4a4d-9840-2438465a5cd3 · inbound

Retrieval-Augmented Generation with Graphs (GraphRAG) cites this paper.

Retrieval-Augmented Generation with Graphs (GraphRAG) From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 98

Resolution
verified exact
local_arxiv, observed 2026-05-18T04:33:39.809801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T04:33:39.076517Z digest=sha256:b92526b6dbb1efa2f0f2caf58f332e33eaf3ebb7a6cd8d16261cb49cc2a1f8e5

Observation 20d1b53a-8415-45ad-b2e2-e86eb4c8e39a · inbound

ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation cites this paper.

ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-05-23T03:32:28.542983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-23T03:28:13.313028Z digest=sha256:9a0354cf02a93f395e8faf8071d02192ca8aa48e34b130830faf71c4d2d8ff7e

Observation 7533e016-6542-46e1-b616-76941302292c · inbound

A-MEM: Agentic Memory for LLM Agents cites this paper.

A-MEM: Agentic Memory for LLM Agents From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:10:58.470966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T00:47:28.898112Z digest=sha256:a672cb421e7cc610dbc69fee10ecbdfb52c04a1fef1c73b97eb8e1260167b25e

Observation e66b71d7-858e-4fcf-a62c-2f2f259c0bd7 · inbound

In-depth Analysis of Graph-based RAG in a Unified Framework cites this paper.

In-depth Analysis of Graph-based RAG in a Unified Framework From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-05-23T01:37:22.385896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T01:36:25.057478Z digest=sha256:25f398f98a6ced5c6a19b4928de5970c60dd380fdb4fccd1ca8252e4d761521b

Observation 3f1fae0e-9121-4d91-94f4-e091eeb5c702 · inbound

Large Language Model Agent: A Survey on Methodology, Applications and Challenges cites this paper.

Large Language Model Agent: A Survey on Methodology, Applications and Challenges From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-05-22T21:52:10.353076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-22T21:51:34.309870Z digest=sha256:a462c2c03e6bb5682b1b2cb25c32a549c3ebf2099d76359b66e8af63241f6664

Observation 31631310-9dd6-4787-bf1d-5aa90399adfc · inbound

BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese cites this paper.

BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 1

Resolution
metadata mismatch
local_arxiv, observed 2026-05-17T22:04:49.977674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-17T22:04:49.915916Z digest=sha256:9d4cfb8a091440e5695a42c782f36fd88d0e4c4c597f46643c1f20610810d1f7

Observation b3cfd147-89be-41d6-8763-efead30237bc · inbound

TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate cites this paper.

TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-05-20T08:09:22.292386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T08:09:22.226608Z digest=sha256:092a5ecaf1f24196fd76d9d0bf53bacfbed8e54b9a85b6f559b52c7cc3f1e7c0

Observation f4bb88cd-d411-4dda-b42d-d57eb23b9c85 · inbound

ReCellTy: Domain-Specific Knowledge Graph Retrieval-Augmented LLMs Reasoning Workflow for Single-Cell Annotation cites this paper.

ReCellTy: Domain-Specific Knowledge Graph Retrieval-Augmented LLMs Reasoning Workflow for Single-Cell Annotation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-05-22T19:05:03.579871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-22T19:02:24.165688Z digest=sha256:8c245d5b79b16fc47e72e1c9e9e32122019f1280854ce39730c2a171de6998af

Observation 42246c58-4231-4de6-8085-62c6eaffe515 · inbound

An Ontology-Driven Graph RAG for Legal Norms: A Structural, Temporal, and Deterministic Approach cites this paper.

An Ontology-Driven Graph RAG for Legal Norms: A Structural, Temporal, and Deterministic Approach From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-05-22T17:55:01.768134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-22T17:53:42.369128Z digest=sha256:0184d00f2d56085b0b714d4062032ec2fdc1e300050754e5a610fe415719ce06

Observation 45aa830d-4e0d-4171-8438-c2bcb420482d · inbound

KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification cites this paper.

KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-05-22T15:36:44.942817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-22T15:35:23.427742Z digest=sha256:ad45c9c5a105c9d2a364bbf1de9e2852507a9e565b566df08c23e130aa301efe

Observation ab2d755f-3b5f-4547-a8b4-e8d8258528c7 · inbound

In-depth Research Impact Summarization through Fine-Grained Temporal Citation Analysis cites this paper.

In-depth Research Impact Summarization through Fine-Grained Temporal Citation Analysis From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-05-22T13:44:52.915544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-22T13:42:05.872766Z digest=sha256:9931b7616d6d9374df8edb23799f95c16391aa166803375047cb6bf406d915a4

Observation f3678691-4611-4f79-a930-c4cb09acee68 · inbound

From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems cites this paper.

From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-05-19T11:52:16.323661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-19T11:49:36.574471Z digest=sha256:7d22e6329d0e3eb3e42a40d4462e706b8de6c4abbb2c443e6bc8213ebdc97512

Observation c0718924-c16b-4441-9bae-5bd0f922bd54 · inbound

KnowCoder-V2: Deep Knowledge Analysis cites this paper.

KnowCoder-V2: Deep Knowledge Analysis From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 1996

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.500453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.500453Z digest=sha256:f040e77619a51484b4b9d292fe2a4201b5b38f76ba3148d2288dc0c19b98b23e

Observation 42d938a9-4bf6-435d-ad1f-ca8e98c3aa5d · inbound

SceneRAG: Scene-level Retrieval-Augmented Generation for Video Understanding cites this paper.

SceneRAG: Scene-level Retrieval-Augmented Generation for Video Understanding From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:50.775173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:50.775173Z digest=sha256:647a2ecd92ecde78457de5e85a1d1366b817d62201da2a8bb7e51534a96a6ed8

Observation fc82131f-83a5-499f-8249-ef3a9e17cd26 · inbound

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval cites this paper.

Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T05:26:56.490350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:26:56.490350Z digest=sha256:1c2dbef24fd6fa2054963615f17ddd75d60b038bf809b1d081d8bba08f4316ee

Observation 6094ec10-260d-4379-8472-e30d41481f84 · inbound

Position: The ML Community Must Build an AI-Augmented Peer-Review Ecosystem cites this paper.

Position: The ML Community Must Build an AI-Augmented Peer-Review Ecosystem From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T05:22:49.475800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:22:49.475800Z digest=sha256:d6de17fca43f7073bd0bd38697dd5f4415699a9795ec3b9e06a695b6814bcea7

Observation 888e47eb-635a-4ae2-b9d5-263c5a170686 · inbound

FAIRTOPIA: Envisioning Multi-Agent Guardianship for Disrupting Unfair AI Pipelines cites this paper.

FAIRTOPIA: Envisioning Multi-Agent Guardianship for Disrupting Unfair AI Pipelines From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T05:00:53.999846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:00:53.999846Z digest=sha256:6e7cc0dc1b9f03dbd18742e069b4f36a357705a9ab3bb0ee86c9db4fc688ac7d

Observation 69bb231a-8518-4202-b27d-13a78712449e · inbound

Reliable Reasoning Path: Distilling Effective Guidance for LLM Reasoning with Knowledge Graphs cites this paper.

Reliable Reasoning Path: Distilling Effective Guidance for LLM Reasoning with Knowledge Graphs From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T04:29:13.078338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:29:13.078338Z digest=sha256:2f98ed7b94584ccf481784eac2cc1ba4f68d9e6690749ec635c981c6341d5f9a

Observation d020feb4-cac3-40bc-88b8-c21db59dc95b · inbound

T-TExTS (Teaching Text Expansion for Teacher Scaffolding): Enhancing Text Selection in High School Literature through Knowledge Graph-Based Recommendation cites this paper.

T-TExTS (Teaching Text Expansion for Teacher Scaffolding): Enhancing Text Selection in High School Literature through Knowledge Graph-Based Recommendation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 53

Resolution
metadata mismatch
local_arxiv, observed 2026-05-19T10:37:15.159788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-19T10:33:47.374264Z digest=sha256:5f8bd92a821b75fc01bf92fd6c0a1af82b9868a98c4d1dfeded21d437cf39e70

Observation 2d697599-bb86-4f93-a9bb-b81c9fc27d02 · inbound

MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination cites this paper.

MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T00:55:58.696023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:58.696023Z digest=sha256:30ba3094bde116074c2095b8ed0b954dbeaff77a38d1b0e0ef7ead63c4e398de

Observation e92e702a-1a2d-4aa1-822e-d0726e5d7c82 · inbound

XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation cites this paper.

XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T05:10:56.967096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:10:56.967096Z digest=sha256:f98b3dd4c584bdaf49393556f82095a02e2f16a1f1c6b6861692e114478294cc

Observation d6e063c4-249c-4187-ad6e-22c9c1249053 · inbound

Reimagining Target-Aware Molecular Generation through Retrieval-Enhanced Aligned Diffusion cites this paper.

Reimagining Target-Aware Molecular Generation through Retrieval-Enhanced Aligned Diffusion From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 36

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source=pdf_text observed=2026-08-07T00:24:13.303658Z digest=sha256:06f58a53af9a3c49e43271961b491e2cca763cf48462852f93cfb804e2889c82

Observation f3af0578-036d-4a08-bbc3-074b63d3e035 · inbound

SlimRAG: Retrieval without Graphs via Entity-Aware Context Selection cites this paper.

SlimRAG: Retrieval without Graphs via Entity-Aware Context Selection From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 6

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source=arxiv_source observed=2026-08-07T00:42:12.652650Z digest=sha256:2201a2ccb7ca6dda6200e3da51e03ecfdc3465945d8fdf7d69f1f83263a1f11d

Observation f1970226-e4b0-485b-a136-62ca3c05a7d9 · inbound

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases cites this paper.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 9

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source=pdf_text observed=2026-08-06T23:35:21.550796Z digest=sha256:fbb62a7d7563eba8e3dc0739a62a3bd6e1152eb265d5474b19403f018b66eb52

Observation 92f3baa8-3e5c-4350-a988-2406e3f104b6 · inbound

A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment cites this paper.

A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 12

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source=arxiv_source observed=2026-08-06T23:28:42.610372Z digest=sha256:9278dff1005c13d81264cf5ce75295701c57b228a6f5aeefef67e81696c47698

Observation df3eaf1b-9a37-4f3a-9c49-83ddc338e69d · inbound

Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities cites this paper.

Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 81

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source=pdf_text observed=2026-08-06T23:26:48.794716Z digest=sha256:1f4084f08ebf658be626fc8e89eff02eb995f9d3cc401c7c6593276363ad2f88

Observation 24ac60b2-97fd-4228-bac7-36bb9fd82abb · inbound

TableVault: Managing Dynamic Data Collections for LLM-Augmented Workflows cites this paper.

TableVault: Managing Dynamic Data Collections for LLM-Augmented Workflows From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 7

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source=pdf_text observed=2026-08-06T23:25:14.840041Z digest=sha256:ba055a03493789393b08e9e81c41a0890fa3a4d461a7afbf80dc160f94c5b6d2

Observation 34b45426-86dd-49f4-b12b-c7cae090ce58 · inbound

Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs cites this paper.

Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 6

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source=pdf_text observed=2026-08-06T23:03:54.268360Z digest=sha256:fb152e72b6297db628474ad02bc9a99958220e9824da3f392c092dc545254986

Observation 46187748-14ca-4f79-83aa-277d167e2e84 · inbound

EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora cites this paper.

EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 34

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source=pdf_text observed=2026-08-06T22:44:02.411801Z digest=sha256:815da3a999529bb324c777f83c8a23112d0d520e92c0867c521d4b422549b82d

Observation 971d919b-0c28-4d04-8f3f-f4b60c108df2 · inbound

CORE-KG: An LLM-Driven Knowledge Graph Construction Framework for Human Smuggling Networks cites this paper.

CORE-KG: An LLM-Driven Knowledge Graph Construction Framework for Human Smuggling Networks From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 11

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source=pdf_text observed=2026-08-06T23:40:57.272801Z digest=sha256:68f3a5ed375e10a2a3ca192afc3f27a2b78e4161bb3193cac6f273c01c7dee4b

Observation 3b6ec8e7-ee4a-4566-82d8-a47e367ede2b · inbound

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation cites this paper.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 10

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source=pdf_text observed=2026-08-06T22:12:18.009574Z digest=sha256:6828fe5d266872b7c4e4e82284aa1f56521030b8be5e4abe60dfd2c14b3da8c1

Observation f28e52d0-0906-4f6f-820b-f5cf5ccb4582 · inbound

Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation cites this paper.

Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 12

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source=arxiv_source observed=2026-08-06T22:31:19.078288Z digest=sha256:75641bc83e452140e31edc5c959d86c655ff6ecff897fc25d47e4cbc7cdc1d83

Observation 41c9455e-c195-43a4-ade9-74c64fa2b145 · inbound

Benchmarking Deep Search over Heterogeneous Enterprise Data cites this paper.

Benchmarking Deep Search over Heterogeneous Enterprise Data From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 7

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source=arxiv_source observed=2026-08-06T21:53:40.033681Z digest=sha256:18489ff512ac6c09717f178a6fd16d684c8c713b0b556dc330995b11952d7a8e

Observation 76cb2a02-4d04-4b2b-bc0c-46554d257102 · inbound

Synergizing Logical Reasoning, Knowledge Management and Collaboration in Multi-Agent LLM System cites this paper.

Synergizing Logical Reasoning, Knowledge Management and Collaboration in Multi-Agent LLM System From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 9

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source=arxiv_source observed=2026-08-06T20:39:03.803242Z digest=sha256:1bc351360deb17a770065ed4ae1efb83693a4bdea8e61669e2836b2147dab7f9

Observation faf2b2b8-7955-4f37-afb9-90991737ba58 · inbound

Benchmarking Vector, Graph and Hybrid Retrieval Augmented Generation (RAG) Pipelines for Open Radio Access Networks (ORAN) cites this paper.

Benchmarking Vector, Graph and Hybrid Retrieval Augmented Generation (RAG) Pipelines for Open Radio Access Networks (ORAN) From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 4

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source=pdf_text observed=2026-08-06T20:10:30.052491Z digest=sha256:d97e3600d193c0bfd3c9a8123d6b373366b437b8741134e08fc912381adf4a69

Observation 6b2d9b38-3716-44b6-b637-3bb20285ea0c · inbound

MemOS: A Memory OS for AI System cites this paper.

MemOS: A Memory OS for AI System From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 10

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local_arxiv, observed 2026-05-15T08:20:22.915675Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-15T08:20:22.658329Z digest=sha256:10e6c745bfc34ed443b83b99c351dd836617b7767f3f826ec7a26d9a3caed27e

Observation cf94976f-fe78-4982-815a-567152ca8da6 · inbound

BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering cites this paper.

BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 13

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source=arxiv_source observed=2026-08-06T19:59:53.782278Z digest=sha256:5f97f3d574570cdb4d407918fd9f8ebcec3ddccab314c96860b11e76be024e41

Observation bad47455-f1b0-4320-baa1-a73976ee1412 · inbound

SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression cites this paper.

SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 12

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source=arxiv_source observed=2026-08-06T19:26:55.565706Z digest=sha256:d0358b4c7b19a4b7f02e860287c9aed4ace51a847d50cb6c47fb4e9ee24ae8dd

Observation 7b24e02c-7596-4f9f-bebc-5db6edb0d8c4 · inbound

KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation cites this paper.

KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 8

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source=pdf_text observed=2026-08-06T19:23:47.020906Z digest=sha256:9fb50430dab3f057f762bd5e3ad40a36c3f8df05f47bd0c9f53edbfa5eb84740

Observation d9633924-eb71-482b-afd5-f45472ed02e3 · inbound

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure cites this paper.

Compute Can't Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 71

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source=pdf_text observed=2026-08-06T18:50:52.278520Z digest=sha256:a454c9437fe9ff8177292d0372998503028cd5c9461151c25efaef7f686b07a7

Observation 0406b820-a4fa-4190-b345-e214e32e3330 · inbound

RAG Safety: Exploring Knowledge Poisoning Attacks to Retrieval-Augmented Generation cites this paper.

RAG Safety: Exploring Knowledge Poisoning Attacks to Retrieval-Augmented Generation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 15

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source=pdf_text observed=2026-08-06T19:01:14.466111Z digest=sha256:dc15c4183a8a98a0c4a9e6525182edf77620197444d4d59ca534982a40eba2d1

Observation 118e771a-21f1-4970-8473-427049524805 · inbound

GraphRunner: A Multi-Stage Framework for Efficient and Accurate Graph-Based Retrieval cites this paper.

GraphRunner: A Multi-Stage Framework for Efficient and Accurate Graph-Based Retrieval From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 7

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source=arxiv_source observed=2026-08-06T18:16:31.442064Z digest=sha256:6d6a8ec3bcd48ad7129db5c6427435c875253d139cc42023d7536213b8fc31fc

Observation 4b0176df-6814-4709-9589-4ee3151a3d4a · inbound

Enhancing Retrieval Augmented Generation with Hierarchical Text Segmentation Chunking cites this paper.

Enhancing Retrieval Augmented Generation with Hierarchical Text Segmentation Chunking From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 6

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source=pdf_text observed=2026-08-06T17:48:37.042357Z digest=sha256:9a469ca9d9ac8066557128a83e9eb5b099ee94a2de362732018b1dbd543b9d00

Observation 6f6ee02b-8e36-406f-85cf-045064d774f8 · inbound

Graph World Model cites this paper.

Graph World Model From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 2014

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source=pdf_text observed=2026-08-06T17:37:11.656712Z digest=sha256:e44cfee0e77071e1e354192037219703213c0fee594b7d72df69b6c1e39f1b1f

Observation e6a29ae3-2dd1-4072-b7a9-0cc60d96ebd7 · inbound

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents cites this paper.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 72

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source=pdf_text observed=2026-08-06T17:35:28.675881Z digest=sha256:4aa38acf023deb2f66d278a0805fad8cad5477e04b93ce334b0e4130bc00ee65

Observation eabf1ac1-eac8-4e25-bcd3-bddb8b03317d · inbound

HKGAI-V1: Towards Regional Sovereign Large Language Model for Hong Kong cites this paper.

HKGAI-V1: Towards Regional Sovereign Large Language Model for Hong Kong From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 11

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source=pdf_text observed=2026-08-06T17:38:15.149080Z digest=sha256:6accc6b0d5fb39949b32bed0edbf9ac689ab41940569b4baaaf685ffac7c8fc6

Observation edbfa365-bc02-4238-bf8c-019b8bd6cf89 · inbound

LLM-Based Config Synthesis requires Disambiguation cites this paper.

LLM-Based Config Synthesis requires Disambiguation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 5

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source=pdf_text observed=2026-08-06T16:51:52.093261Z digest=sha256:7ccedb60ff5497173b4208f0d10738002f58103470e4383aefb9e725a4345c49

Observation 25c19942-df25-4ae9-bc92-4bc5b2fb1d8e · inbound

AI-Powered Math Tutoring: Platform for Personalized and Adaptive Education cites this paper.

AI-Powered Math Tutoring: Platform for Personalized and Adaptive Education From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 4

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source=pdf_text observed=2026-08-06T17:29:26.185075Z digest=sha256:6f28fd8c8f06d432a5103e97ea3d67b7e5c1691e5171dc7735913a61ca107f17

Observation dca9d1ca-70d5-4858-a4e4-02586f7caf07 · inbound

A Survey of Context Engineering for Large Language Models cites this paper.

A Survey of Context Engineering for Large Language Models From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 255

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local_arxiv, observed 2026-05-13T20:58:45.406020Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T20:58:45.060041Z digest=sha256:a60b4e73e908e50ca3ec63be2fed520b93aa4949185fba45d4d17a604038bbf2

Observation df391037-7b01-446a-9668-18cf060fc06c · inbound

DyG-RAG: Dynamic Graph Retrieval-Augmented Generation with Event-Centric Reasoning cites this paper.

DyG-RAG: Dynamic Graph Retrieval-Augmented Generation with Event-Centric Reasoning From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 17

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source=pdf_text observed=2026-08-06T16:58:04.419485Z digest=sha256:cec3877547578b0f81211c6cffabd22b761116a255f77d811c907f77c3b8c868

Observation cbde038e-de72-4ee1-854f-b783a0a7e400 · inbound

A Query-Aware Multi-Path Knowledge Graph Fusion Approach for Enhancing Retrieval-Augmented Generation in Large Language Models cites this paper.

A Query-Aware Multi-Path Knowledge Graph Fusion Approach for Enhancing Retrieval-Augmented Generation in Large Language Models From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 5

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source=pdf_text observed=2026-08-06T19:48:39.690680Z digest=sha256:6431674efb878b0d7f40ae2ff6ea75a9161bd817fbd27cc99f2c2251ce656a10

Observation 86c5ebbe-b2ec-4d0f-bd92-80141a8739c7 · inbound

HypoChainer: A Collaborative System Combining LLMs and Knowledge Graphs for Hypothesis-Driven Scientific Discovery cites this paper.

HypoChainer: A Collaborative System Combining LLMs and Knowledge Graphs for Hypothesis-Driven Scientific Discovery From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 15

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source=pdf_text observed=2026-08-06T15:00:11.700097Z digest=sha256:8dd336f3fad3459f5d8d1db0581b554d2a148463f9faaab949693cffd0b82fb5

Observation 5c845d8e-8863-4870-b4a5-52d291fcab0a · inbound

Hyperbolic Deep Learning for Foundation Models: A Survey cites this paper.

Hyperbolic Deep Learning for Foundation Models: A Survey From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 33

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source=pdf_text observed=2026-08-06T14:54:35.218597Z digest=sha256:81373dcc51f9e5a0a3c69e1929d25afe42d8752a4cdc95b4a8dd81ecf853e53b

Observation 522a76b9-5955-4b4e-9fe8-b2e633f7af1d · inbound

MMGraphRAG: Bridging Vision and Language with Interpretable Multimodal Knowledge Graphs cites this paper.

MMGraphRAG: Bridging Vision and Language with Interpretable Multimodal Knowledge Graphs From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 15

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source=pdf_text observed=2026-08-06T13:20:35.800566Z digest=sha256:97a83155a42e6feb881754636921f7e990a5eb1c9f2464e966af1fbdf4a1e44a

Observation 719ccdf4-dab5-4944-9cca-c119fd939625 · inbound

SemRAG: Semantic Knowledge-Augmented RAG for Improved Question-Answering cites this paper.

SemRAG: Semantic Knowledge-Augmented RAG for Improved Question-Answering From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 21

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source=pdf_text observed=2026-08-06T18:42:06.678315Z digest=sha256:3e0bb697367bac6e8d0d1ac281caf19d25ed298c044a51b1394dac8ec07bfb10

Observation b630edb4-2e48-4f98-b461-a1c86bc17d58 · inbound

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation cites this paper.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 8

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source=pdf_text observed=2026-08-06T12:43:10.349377Z digest=sha256:15d715c529cf5b0cd63b7a858ab238ec37bc63cd54eb2148f1a34514aa656f68

Observation ae93472e-3674-4d43-9b14-ee87e958a15d · inbound

OKG-LLM: Aligning Ocean Knowledge Graph with Observation Data via LLMs for Global Sea Surface Temperature Prediction cites this paper.

OKG-LLM: Aligning Ocean Knowledge Graph with Observation Data via LLMs for Global Sea Surface Temperature Prediction From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 46

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verified exact
local_arxiv, observed 2026-05-19T02:46:59.629193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-19T02:44:39.190108Z digest=sha256:ac581bf8427587c3e3d574d80af2d20850a3b23c612c18ae5bb52b46c6666354

Observation 4c7b53c9-d699-48c2-b8ed-73a56e033ad9 · inbound

Trusted Routing for Blockchain-Empowered UAV Networks via Multi-Agent Deep Reinforcement Learning cites this paper.

Trusted Routing for Blockchain-Empowered UAV Networks via Multi-Agent Deep Reinforcement Learning From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 46

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:40:51.668345Z digest=sha256:22523941cf14d28a3a0d1835f44d939a353c63a3764df081cbdbf0b2456df9ee

Observation dbcacf87-a900-48ea-b6c8-420a46913a50 · inbound

Prompting Large Language Models with Partial Knowledge for Answering Questions with Unseen Entities cites this paper.

Prompting Large Language Models with Partial Knowledge for Answering Questions with Unseen Entities From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 27

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no resolver link, observed 2026-08-06T05:49:49.855530Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:49:49.855530Z digest=sha256:9cf9cdc41f6f739880c6235643b6fdb717c206e97af13652db24287c8ecb2b20

Observation 5bc75f28-868d-409c-b176-69fc3507e0a4 · inbound

T-GRAG: A Dynamic GraphRAG Framework for Resolving Temporal Conflicts and Redundancy in Knowledge Retrieval cites this paper.

T-GRAG: A Dynamic GraphRAG Framework for Resolving Temporal Conflicts and Redundancy in Knowledge Retrieval From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 5

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no resolver link, observed 2026-08-06T05:30:58.986570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:30:58.986570Z digest=sha256:068b5a570d81b2d6b4198f8ab03cca66c85016dff2e2e80d16c03767296d5ec3

Observation 19fcae02-9d9e-4e89-a3d8-4a3b1353fb2f · inbound

What's in a Proof? Analyzing Expert Proof-Writing Processes in F* and Verus cites this paper.

What's in a Proof? Analyzing Expert Proof-Writing Processes in F* and Verus From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 8

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no resolver link, observed 2026-08-06T05:55:51.048775Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:55:51.048775Z digest=sha256:a54662508f4aa38a24e58b2fa99566752c19f0923959990a3a259b49d1df7d9c

Observation 86a518ba-f51a-4aad-8a0f-f02aaa889ed4 · inbound

What Deserves Memory: Adaptive Memory Distillation for LLM Agents cites this paper.

What Deserves Memory: Adaptive Memory Distillation for LLM Agents From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 16

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local_arxiv, observed 2026-05-19T01:11:57.068262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-19T01:10:47.164918Z digest=sha256:245b4d5d3cc6d37bead28cb2fb10a5887fbf5b6e4510714643d43d670387b673

Observation 41542033-5360-417c-9562-feabf031d92f · inbound

mKG-RAG: Leveraging Multimodal Knowledge Graphs in Retrieval-Augmented Generation for Knowledge-intensive VQA cites this paper.

mKG-RAG: Leveraging Multimodal Knowledge Graphs in Retrieval-Augmented Generation for Knowledge-intensive VQA From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 15

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verified exact
local_arxiv, observed 2026-05-19T00:06:55.075638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-19T00:05:08.866244Z digest=sha256:0106d3bb8e9b87ec7d00b07f02e998a58e90f0b1733578d3790d53d808226485

Observation 077a60ca-6e95-40ea-a5b3-a33ab6194bd1 · inbound

Towards integrated sensors for optimized OCT with undetected photons cites this paper.

Towards integrated sensors for optimized OCT with undetected photons From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 13

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no resolver link, observed 2026-08-05T23:26:28.468979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:26:28.468979Z digest=sha256:40b7cd6eea4cd38b68ae444ea4e7f60f4e4e0fe2bd2670c6c25404eaae3ff0f9

Observation 7f7e5bae-d269-47f8-9d40-906454be6eec · inbound

Metadata Management for AI-Augmented Data Workflows cites this paper.

Metadata Management for AI-Augmented Data Workflows From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 10

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no resolver link, observed 2026-08-05T22:35:18.500798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:35:18.500798Z digest=sha256:269f45cd59e93c294057ced1ad05c4112e73a81609e75d0c0e63712973cbf8d5

Observation 6bd7e674-beff-43c4-8434-1cd532dc770b · inbound

From Ranking to Selection: A Simple but Efficient Dynamic Passage Selector for Retrieval Augmented Generation cites this paper.

From Ranking to Selection: A Simple but Efficient Dynamic Passage Selector for Retrieval Augmented Generation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 8

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unresolved
no resolver link, observed 2026-08-05T21:01:54.064023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T21:01:54.064023Z digest=sha256:96454e550e4cf61181e0ee2d664fdc6142eefb0cc427560db9cd7e3992d9d93a

Observation 863029b7-144f-4c02-b14a-55a5c419a645 · inbound

Precession of spherical orbits for the spacetime without $\mathbb{Z}_2$ symmetry induced by NUT charge cites this paper.

Precession of spherical orbits for the spacetime without $\mathbb{Z}_2$ symmetry induced by NUT charge From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 2024

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no resolver link, observed 2026-08-05T20:30:03.679755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:30:03.679755Z digest=sha256:56d5e6a5a15c5751929ddc53f5f71eb730c943f221b17649ff9b14753e25121e

Observation 00eb4f68-c2ac-4628-a669-0be520353c92 · inbound

Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning cites this paper.

Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 10

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no resolver link, observed 2026-08-05T15:29:57.274863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:29:57.274863Z digest=sha256:9e87fc7108b93c460448c526e7d95caa58ea272d2292cf5fbcaa7d00b5939fe4

Observation a5a83170-6bb0-476b-bcf2-827ae61f7326 · inbound

Joint Enhancement of Relational Reasoning for Long-Context LLMs cites this paper.

Joint Enhancement of Relational Reasoning for Long-Context LLMs From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 12

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no resolver link, observed 2026-08-05T15:11:28.485142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:11:28.485142Z digest=sha256:4b9fa886e03f4308814fbd231bdd685c75bb46f0664f3c27f629e5316e3cc2f6

Observation 65310753-addb-47c2-b2cd-944bfc61dd7f · inbound

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval cites this paper.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 11

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no resolver link, observed 2026-08-05T15:08:04.223781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:08:04.223781Z digest=sha256:55f7e493370ded1cb76228be4e399adcdf80e3807be47731fdd93689561fa932

Observation 73ea5700-b653-4103-9959-00839f0380b3 · inbound

GOSU: Retrieval-Augmented Generation with Global-Level Optimized Semantic Unit-Centric Framework cites this paper.

GOSU: Retrieval-Augmented Generation with Global-Level Optimized Semantic Unit-Centric Framework From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 8

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no resolver link, observed 2026-08-05T13:36:35.611600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T13:36:35.611600Z digest=sha256:349543914abe51670283c6aa2dd2be65751b7dff05c92614df8be410440566ad

Observation d98620eb-7ab7-4864-8553-76a7d9429063 · inbound

FDABench: A Benchmark for Data Agents on Analytical Queries over Heterogeneous Data cites this paper.

FDABench: A Benchmark for Data Agents on Analytical Queries over Heterogeneous Data From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 15

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no resolver link, observed 2026-08-05T11:38:48.814200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:38:48.814200Z digest=sha256:f16a8ed3cf4ccd9167b46e33db04161840779b808426e2d616138ce0ade4cdf6

Observation 1d5d4121-7d86-4d63-bffb-24f57ea16fb5 · inbound

PG-Agent: An Agent Powered by Page Graph cites this paper.

PG-Agent: An Agent Powered by Page Graph From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 10

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no resolver link, observed 2026-08-05T15:29:41.958429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:29:41.958429Z digest=sha256:e2f8779afd50ec98c20abfe4ff79c00d2acad2ab1e3fab927b8e06f5fa39ebbb

Observation eafead9f-55b3-49ae-a0b7-9396326a0c72 · inbound

Explainable Knowledge Graph Retrieval-Augmented Generation (KG-RAG) with KG-SMILE cites this paper.

Explainable Knowledge Graph Retrieval-Augmented Generation (KG-RAG) with KG-SMILE From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 74

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no resolver link, observed 2026-08-05T10:53:13.393234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:53:13.393234Z digest=sha256:ef1a16159bf74c8dce6cd27ade3ef6cddf41f4a1e6ae477e5600f27d73a474d4

Observation f4f2cd7d-b8a0-41fb-81c5-52f388288432 · inbound

MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025) cites this paper.

MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025) From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 17

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verified exact
local_arxiv, observed 2026-05-18T17:42:46.487011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-18T17:42:34.395450Z digest=sha256:fd9458b4a7961b98bf328b164feb616ff3b80448137c416ba4526c967091304e

Observation d224fdea-f37e-4fc0-ba95-20cd8e4d5c95 · inbound

MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025) cites this paper.

MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025) From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 17

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no resolver link, observed 2026-08-04T18:57:21.672007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T18:57:21.672007Z digest=sha256:665a9e8cec0aec1d54ce5d35af9eac052901b603636a5aa09a5a93dacaa83bb6

Observation 3d27e096-977c-4b55-96eb-e05982100a59 · inbound

Querying Climate Knowledge: Semantic Retrieval for Scientific Discovery cites this paper.

Querying Climate Knowledge: Semantic Retrieval for Scientific Discovery From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 2

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no resolver link, observed 2026-08-04T18:13:38.897701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T18:13:38.897701Z digest=sha256:9ea56b5eb69b27619a98df1e8084359c44677d2440870e940fa779a62eac500a

Observation 3d788d86-fd84-44a8-b3c9-a1d3311c5874 · inbound

G-reasoner: Foundation Models for Unified Reasoning over Graph-structured Knowledge cites this paper.

G-reasoner: Foundation Models for Unified Reasoning over Graph-structured Knowledge From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 6

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local_arxiv, observed 2026-05-18T13:26:25.004072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-18T13:23:30.218806Z digest=sha256:e5b9e0826e2fe77ab44d0a3680e995226d884c71297f6e69fecac8f83939a849

Observation 71f62a9d-841b-448e-8922-1ea5b4dfe34c · inbound

Spatiotemporal Knowledge Graphs as Persistent Scene Memory for Embodied Question Answering cites this paper.

Spatiotemporal Knowledge Graphs as Persistent Scene Memory for Embodied Question Answering From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 13

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no resolver link, observed 2026-08-04T12:55:35.673692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:55:35.673692Z digest=sha256:579144c542fee122627dd2f1f52f9e4d4a30f40cad39e5d56143a51735306e86

Observation 8981418e-a9bd-4a2c-85aa-fe41e07abfcc · inbound

Deterministic Legal Agents: A Canonical Primitive API for Auditable Reasoning over Temporal Knowledge Graphs cites this paper.

Deterministic Legal Agents: A Canonical Primitive API for Auditable Reasoning over Temporal Knowledge Graphs From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 5

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verified exact
local_arxiv, observed 2026-05-18T09:21:10.674217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T09:17:11.363762Z digest=sha256:0fbede8327f7326cd48dcee0d4a6887fb563e96d17d5e52a0ecb7380abde52e0

Observation 7c345616-6c6b-41b3-9d69-306aa32ff6c5 · inbound

Search-R3: Unifying Reasoning and Embedding in Large Language Models cites this paper.

Search-R3: Unifying Reasoning and Embedding in Large Language Models From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 16

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verified exact
local_arxiv, observed 2026-05-18T09:26:10.557808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T09:25:06.990685Z digest=sha256:d3444b8f011e5773285003cf5f825959a55372fb6d75b8995ee3665d998fa146

Observation 2f7acdfb-e875-48c9-a821-d4b1c08c3346 · inbound

Question-Adaptive Graph Learning for Multi-hop Retrieval Augmented Generation cites this paper.

Question-Adaptive Graph Learning for Multi-hop Retrieval Augmented Generation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-05-18T07:12:27.166896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T07:11:48.249136Z digest=sha256:217dfdab6b16cecfdfca6205c56777c2c75ffa8e59f2b19262febe1af27ea6fc

Observation c097d329-ce49-459d-8e90-0aeef8955a25 · inbound

LLM-guided Hierarchical Search for End-to-end Reasoning Intensive Retrieval cites this paper.

LLM-guided Hierarchical Search for End-to-end Reasoning Intensive Retrieval From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 3

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no resolver link, observed 2026-08-04T09:50:44.264454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:44.264454Z digest=sha256:903b9ca59b7fe283028a42177e17152ae7f73d47f00e6c37ec8d2a8b1fbea3ed

Observation 512bd07b-847a-4098-ac45-f2fb3fd785ff · inbound

RGMem: Renormalization Group-inspired Memory Evolution for Language Agents cites this paper.

RGMem: Renormalization Group-inspired Memory Evolution for Language Agents From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 5

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no resolver link, observed 2026-08-04T09:16:50.113816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:16:50.113816Z digest=sha256:23c26558fe2612c6dc09f2dfd395d1f8136c8a36c86f0ceb9098eb37a6812133

Observation 9b81d1a2-e5a3-49e4-bdfb-7ab1880bbabf · inbound

AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM cites this paper.

AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 7

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verified exact
local_arxiv, observed 2026-05-18T06:02:25.424134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T06:00:59.224521Z digest=sha256:bc55b396dfc4f717d54593c9c147310f21b1152236ae1bbe98477bb87abb4080

Observation 3be45d28-66c8-449b-a4cd-2aaaa0fc0a4b · inbound

RELOOP: Recursive Retrieval with Multi-Hop Reasoner and Planners for Heterogeneous QA cites this paper.

RELOOP: Recursive Retrieval with Multi-Hop Reasoner and Planners for Heterogeneous QA From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 8

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verified exact
local_arxiv, observed 2026-05-18T04:55:54.024431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T04:55:03.309430Z digest=sha256:3e0a382f14510bee00860475a7c601181985143722e5ed16b49bb1a3bb446a1e

Observation 29bfcbe8-24b9-44da-8e07-d74df0935da5 · inbound

OpsAgent: An Evolving Multi-agent System for Incident Management in Microservices cites this paper.

OpsAgent: An Evolving Multi-agent System for Incident Management in Microservices From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 32

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local_arxiv, observed 2026-05-18T03:42:22.584890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T03:41:50.348012Z digest=sha256:3afeea3b712e62e9e7f6840273e093864b09005738a08d8a07cc1a4cfea62b17

Observation d4a86303-f575-40a4-8c16-14a8eaaebcf6 · inbound

TeaRAG: A Token-Efficient Agentic Retrieval-Augmented Generation Framework cites this paper.

TeaRAG: A Token-Efficient Agentic Retrieval-Augmented Generation Framework From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 9

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no resolver link, observed 2026-08-03T23:33:44.047206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T23:33:44.047206Z digest=sha256:1ecb81f4fdddce4528cca85dc1d750b714782a13b8cced39711562f31a0ea271

Observation f5e2f424-c418-4164-b404-e325eedfbafa · inbound

GRIP: In-Parameter Graph Reasoning through Fine-Tuning Large Language Models cites this paper.

GRIP: In-Parameter Graph Reasoning through Fine-Tuning Large Language Models From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 8

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no resolver link, observed 2026-08-03T23:37:55.234330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T23:37:55.234330Z digest=sha256:c89f5bec3823a2dab8e86434f0541acf123384610604353506f8c7cbd68005c3

Observation 4141dcac-8a16-4d6c-898f-e2132bf559b9 · inbound

Stress Testing Factual Consistency Metrics for Long-Document Summarization cites this paper.

Stress Testing Factual Consistency Metrics for Long-Document Summarization From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-05-17T23:10:25.576800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-17T23:09:24.963113Z digest=sha256:d936d7d3d24156e551763d46e3070923dd0d5d13b8719a9cfc789a955de79817

Observation 3f4e1fc4-428a-443e-9a7b-ee7cc48c4022 · inbound

VLegal-Bench: Cognitively Grounded Benchmark for Vietnamese Legal Reasoning of Large Language Models cites this paper.

VLegal-Bench: Cognitively Grounded Benchmark for Vietnamese Legal Reasoning of Large Language Models From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-05-16T21:38:34.186216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-16T21:36:24.376401Z digest=sha256:4582e47a73d0d9ac97de2f43d13305efafc79255ff3241581a4c5c2cffc36f9a

Observation 9ddf6b10-eb6c-4452-a026-caf001a31870 · inbound

IaC Generation with LLMs: An Error Taxonomy and A Study on Configuration Knowledge Injection cites this paper.

IaC Generation with LLMs: An Error Taxonomy and A Study on Configuration Knowledge Injection From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 11

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no resolver link, observed 2026-08-03T16:11:43.136310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:11:43.136310Z digest=sha256:73eb8c946db7687cbe42ee16e53b18faad32e7a57dc03206a7693cc6c0be7bd2

Observation 613870c6-3139-45cf-b389-53007f9f2898 · inbound

Leveraging Spreading Activation for Improved Document Retrieval in Knowledge-Graph-Based RAG Systems cites this paper.

Leveraging Spreading Activation for Improved Document Retrieval in Knowledge-Graph-Based RAG Systems From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 32

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no resolver link, observed 2026-08-03T15:45:16.204260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:45:16.204260Z digest=sha256:e91a9727153cb078da7cf911ab3071abf5b456b5e2cbf74b06f5cae45f8aad01

Observation eb62cacc-468e-4310-8528-48266d70e890 · inbound

M$^3$KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented Generation cites this paper.

M$^3$KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented Generation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-05-16T20:28:24.220989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-16T20:25:17.992009Z digest=sha256:66cdd31b8a248957cce605c596930e38ba120ce8b50f908ef74c067a26a57f78

Observation 8d8ca424-0f3c-4e50-99d8-2d76e28a9d59 · inbound

HGMEM: Hypergraph-based Working Memory to Improve Multi-step RAG for Long-Context Complex Relational Modeling cites this paper.

HGMEM: Hypergraph-based Working Memory to Improve Multi-step RAG for Long-Context Complex Relational Modeling From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-03T13:34:30.856610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:34:30.856610Z digest=sha256:0228da153da95a5764d94ab744ade9f85a382fc45b755d2ef03ac6a4cfc921ef

Observation b9f3907f-f2f6-4f04-99f1-f850f3c59e47 · inbound

LPCAN: Lightweight Pyramid Cross-Attention Network for Rail Surface Defect Detection Using RGB-D Data cites this paper.

LPCAN: Lightweight Pyramid Cross-Attention Network for Rail Surface Defect Detection Using RGB-D Data From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-03T10:43:50.066561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:43:50.066561Z digest=sha256:a37b8ee6353888ee0e25cc80f9a424784ead6c2f56185611e96ffe87cbea7573

Observation 04324bb3-852f-4d36-b556-5779837b6531 · inbound

Knowledge-Embedded and Hypernetwork-Guided Few-Shot Substation Meter Defect Image Generation Method cites this paper.

Knowledge-Embedded and Hypernetwork-Guided Few-Shot Substation Meter Defect Image Generation Method From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-03T10:43:42.077689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:43:42.077689Z digest=sha256:9ee1deeb63c1551ed346aab7e23fb8733d4306d0a089aa9bc6f2af5c47e74b97