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Paper Citation Record · LEDGER

Why Retrieval-Augmented Generation Fails: A Graph Perspective

As of 7 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2605.14192.

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

pith.paper-citation-record.v1
2605.14192 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T04:47:44.904830Z

measured 53 of 53 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

53 of 53 outbound references displayed

  • verified exact21
  • verified fuzzy2
  • unresolved29
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 42557b9d-6cab-4895-a112-da49875b8b6a · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.891585Z

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.

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Observation a65dda25-6d5a-483d-896f-e4f52b692e0f · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.895959Z

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=2026-05-15T04:47:44.904830Z digest=sha256:7c6b62f4ee95f4591fda5c91b64bd22df06c61853caf965299eeb92b5765ae82

Observation ae4f1306-f767-426f-8f88-d062dc8492a3 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.954042Z

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=2026-05-15T04:47:44.904830Z digest=sha256:8b6d51d49efe692439740ef1f27bfdfbe5aebc82f7e48a44025b58bb466b72b5

Observation bdd40714-1a8d-4859-b8ed-e53131159b09 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.900101Z

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=2026-05-15T04:47:44.904830Z digest=sha256:74222c918291042071a7a553ea0f8d6bcbe51a190ef054125672ef16007f1bcf

Observation 4008fbb8-d74d-41c6-90fb-bdc23d6cc464 · outbound

This paper cites RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation.

Why Retrieval-Augmented Generation Fails: A Graph Perspective RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:49:44.301496Z

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=2026-05-15T04:47:44.904830Z digest=sha256:f93b8553b3d9a5885599f4d1d8ecc545d98a5e68e4a9a9622f38acdb47c90e01

Observation 002ab893-32cc-42c1-9594-3a4cec04e70f · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:46.025958Z

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=2026-05-15T04:47:44.904830Z digest=sha256:2bff57f3df8ef320a4f0036feb18adb5a41fc3b5af550859cd5aae9cef5e5331

Observation b4159a1e-9645-42dc-80b8-81f746291d26 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:46.030283Z

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=2026-05-15T04:47:44.904830Z digest=sha256:e39e264a52d492512175aff1f31175d875e0eecd1e1b9c9cb8e4509316c24c62

Observation b777a056-cf1f-4e36-8421-b909d27792f8 · outbound

This paper cites What Does BERT Look At? An Analysis of BERT's Attention.

Why Retrieval-Augmented Generation Fails: A Graph Perspective What Does BERT Look At? An Analysis of BERT's Attention

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-05-15T04:49:44.310520Z

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=2026-05-15T04:47:44.904830Z digest=sha256:99dc38ba6a0dafad00042aa50a8c0133422033c20f332e9c3c17469bf80a566b

Observation 932e3b08-962f-4046-840d-7b10510e9d35 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-05-15T04:49:44.220685Z

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=2026-05-15T04:47:44.904830Z digest=sha256:b217390cf5a239e44e70f190439acce8c42dbe3d640326b018b8ca3ea6e973f9

Observation 0e376947-85a0-4f07-bc43-9add09e41f5d · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:46.016159Z

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=2026-05-15T04:47:44.904830Z digest=sha256:a29e305fe6e5504f7915d56e598e41ceb4991589b7b6c0d6a9db95fd485d399d

Observation dcbd723c-aac2-46d5-87c9-afb3a8ea9e10 · outbound

This paper cites Sparse Autoencoders Find Highly Interpretable Features in Language Models.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Sparse Autoencoders Find Highly Interpretable Features in Language Models

Reference 11

Resolution
metadata mismatch
local_arxiv, observed 2026-05-15T04:49:44.254439Z

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=2026-05-15T04:47:44.904830Z digest=sha256:c1c61d0db049420cc189502d3c06cfeb815b50ebaaaeb5cf9d6345a2cb0b519d

Observation 71cba1a8-3b74-4ee5-b4a0-b936f7dcab19 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:49:44.290208Z

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=2026-05-15T04:47:44.904830Z digest=sha256:d5c6c8d7007e7928aed31aa486d93e9cb832760159321acf09d794da97770fc8

Observation 7375fd2f-7a25-4a0a-a96e-3b21b1c8b248 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:46.012249Z

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=2026-05-15T04:47:44.904830Z digest=sha256:8527e6c0a87e97740459ebe12ade8b0a609e0ce613ee5420f3e94649e9619699

Observation 44399ab3-04c7-49a2-a257-65be22893f02 · outbound

This paper cites Don't Forget to Connect! Improving RAG with Graph-based Reranking.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Don't Forget to Connect! Improving RAG with Graph-based Reranking

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:49:44.305070Z

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=2026-05-15T04:47:44.904830Z digest=sha256:bf5e901179e70f9d7fc4011866cc34568475ecb36df74097d26908d5f32e3648

Observation 17806711-998b-4293-aae3-36add03d83b2 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:46.020571Z

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=2026-05-15T04:47:44.904830Z digest=sha256:d0de935c3bf0411b56d843adce03e59b8ca4c6820763ed9588a8076247261143

Observation 8ac64ca5-64e6-404e-b74d-ba5f9de2eb14 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:46.004943Z

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=2026-05-15T04:47:44.904830Z digest=sha256:8e67d17bd4d08b60afb5025e2ba85451f113da66b34a90a5587b3fffb53c386c

Observation 55a433d8-5047-4719-bf9e-3980240a4fbf · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

Why Retrieval-Augmented Generation Fails: A Graph Perspective From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-05-15T04:49:44.299331Z

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=2026-05-15T04:47:44.904830Z digest=sha256:816d66012c77d0e37bde6af1fe459c69332b6c04cb637fa704b88a1acaa1d988

Observation c2d9eb90-d664-455c-8c90-814c68a99321 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.981530Z

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=2026-05-15T04:47:44.904830Z digest=sha256:9dd2db15b5720480217398ec5e8b0ab89e58aa84f9e45156e55da31a97f153dc

Observation 0f917175-fc6f-4515-a475-1b6e86531fdf · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.990175Z

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=2026-05-15T04:47:44.904830Z digest=sha256:afd7e5c0d732e2b871805d229289e3bd8cce4637e0849d5a719cb67f7577e765

Observation 4fbe58c1-2fcc-4342-9e06-b69cfcb801d7 · outbound

This paper cites Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:49:44.260422Z

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=2026-05-15T04:47:44.904830Z digest=sha256:69d51340e8997719d082b3ae38ad2aa716970b89ae90b71a79f65c9ca342db29

Observation 4af98fc3-f2de-4956-ba45-eb6225256f19 · outbound

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

Why Retrieval-Augmented Generation Fails: A Graph Perspective Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-05-15T04:49:44.271795Z

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=2026-05-15T04:47:44.904830Z digest=sha256:ac7af6bfdb879deb8041212a69b26e04fe2fe10152249660d5db311a0334c4ae

Observation 0dd29af6-480d-476a-a443-b48d8f942eee · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.974295Z

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=2026-05-15T04:47:44.904830Z digest=sha256:b64345717cb1131e370865d6f6e78a8efffb0f507841c8049b3c89254cfdac4e

Observation 8e41aace-8e1f-41d5-8345-28e5871a2b73 · outbound

This paper cites Empowering GraphRAG with Knowledge Filtering and Integration.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Empowering GraphRAG with Knowledge Filtering and Integration

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:49:44.296298Z

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=2026-05-15T04:47:44.904830Z digest=sha256:1f0e61f4aafff6f999c9c3c4cfd5170bee281160c8458fc204918b63ef3bcbc1

Observation 78896a1f-40a1-4de6-b844-082afd9dbc99 · outbound

This paper cites A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions.

Why Retrieval-Augmented Generation Fails: A Graph Perspective A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:49:44.254395Z

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=2026-05-15T04:47:44.904830Z digest=sha256:9bd99f8fe7c526d8f079c75ab4558ce092d563727f5fc2c2aa5b2cc0f71fb956

Observation 56c8d7bd-236d-4946-a2f8-37afd8b95a99 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.970184Z

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=2026-05-15T04:47:44.904830Z digest=sha256:46b40cc7e2a5b34045c717aeaa89779929bb1510374c565861c7d42476ec882e

Observation 774ae7e9-e093-4d2d-81dd-9a6cf8f28c93 · outbound

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

Why Retrieval-Augmented Generation Fails: A Graph Perspective Retrieval-Augmented Generation with Graphs (GraphRAG)

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-18T04:33:40.134243Z

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=2026-05-15T04:47:44.904830Z digest=sha256:9165036f4e883fa7b2d5eecfccf7b1954da2817f03023c95cc39499b030e2083

Observation 0cce255f-22b0-4336-a5ac-bac84a355ad3 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.960283Z

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=2026-05-15T04:47:44.904830Z digest=sha256:49e42b6f2f4b232eae29cfba8e2609b225b788ee859079831156d8840e479cc9

Observation 9b9f78e9-9359-465a-be3c-2f75748b04ec · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.965616Z

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=2026-05-15T04:47:44.904830Z digest=sha256:dd534763419540796c8b7dce26c44a834b250a70ef28b24f9e674cef86fbf9d2

Observation 52fe22ab-3ba1-44f4-bf19-a03b756c8142 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.952388Z

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=2026-05-15T04:47:44.904830Z digest=sha256:4e3075adbbc2c1a246ae0d1390afb38763129fc435b31c7390d9f5ffcd3bf735

Observation 4338e9cf-8d3b-406c-845f-7866f770aef5 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.956211Z

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=2026-05-15T04:47:44.904830Z digest=sha256:c6633095a68f85de4745158af35db92a61cdbe1be9b54842ad6a4747e81accd5

Observation a6fcb103-0766-4589-b8be-a7555d3ef3ce · outbound

This paper cites SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence.

Why Retrieval-Augmented Generation Fails: A Graph Perspective SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:49:44.248066Z

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=2026-05-15T04:47:44.904830Z digest=sha256:9a9500b80ad87b1e2411bc57d5a485b154db9993e6b221862b465846628991b4

Observation 90fd71e4-b551-46f8-9142-aab2f9e2f93e · outbound

This paper cites Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-05-15T04:49:44.315896Z

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=2026-05-15T04:47:44.904830Z digest=sha256:a816e852b1c58f5c3f9529249c6b2ded2c999c768bdbca16a3eb8c1bb1098044

Observation b6015bd6-effb-4f42-b759-53998ac9024d · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.944896Z

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=2026-05-15T04:47:44.904830Z digest=sha256:4f896b2132ae7e0bb38fac06f3f909529bf7e136c93d3506e0bc3ce19c3a47fe

Observation facd6698-c9c6-4d55-961c-80a408b959bd · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.941432Z

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=2026-05-15T04:47:44.904830Z digest=sha256:3b17bca78967ea4eaf752912f12ccd9d133d7ce1ca050fc7cec18022aec22665

Observation 2023cc4a-ebf5-4238-84e6-b6d728fb9fbd · outbound

This paper cites Automatically Interpreting Millions of Features in Large Language Models.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Automatically Interpreting Millions of Features in Large Language Models

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:49:44.307236Z

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=2026-05-15T04:47:44.904830Z digest=sha256:96091bf8ee909b31f425326aefe03e253163ed21da7f80a80974eb9f91ed05fd

Observation c74dc774-9f0b-4bfb-9176-e5d20ccac794 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.986237Z

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=2026-05-15T04:47:44.904830Z digest=sha256:b6d178720480d097a0028d132f2bda07205336ef986b0ab42ccac90695c57a01

Observation e305ea8f-116a-4f7a-83fc-bd8270c1252d · outbound

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

Why Retrieval-Augmented Generation Fails: A Graph Perspective Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:49:44.259897Z

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=2026-05-15T04:47:44.904830Z digest=sha256:6584cd639efcf9161d557162e4771ef14f51227b9cc3cae1148b6a1915bc4818

Observation 9663fb66-afbd-4550-aa68-b9a6ba4a7732 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.936715Z

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=2026-05-15T04:47:44.904830Z digest=sha256:9b2824a76ecfbf1d419bd94611c1950d258dde8a8753a2c1cb130fc87ec48465

Observation a2c75340-2e2d-4d05-84dd-766246b90dba · outbound

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

Why Retrieval-Augmented Generation Fails: A Graph Perspective MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries

Reference 39

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=pdf_text observed=2026-05-15T04:47:44.904830Z digest=sha256:616434d9e8a30fb27a873c4f4c6d7ba77fc5353ff9dc499c5f0730eb4dead155

Observation 58c97aea-bdcc-4bf2-a9ce-c794e5614207 · outbound

This paper cites Transactions of the Association for Computational Linguistics10 (2022), 539–554.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Transactions of the Association for Computational Linguistics10 (2022), 539–554

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.927952Z

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=2026-05-15T04:47:44.904830Z digest=sha256:06a3b18acdbe03302e996f9d22a7f9b3bbdb786fa4eba2718fd19929f69bba82

Observation ddac5415-30e8-4097-880c-75e2720e5894 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.932009Z

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=2026-05-15T04:47:44.904830Z digest=sha256:dde52a3105b689a26f7bac64fd54918bfe79910ed472903b1e49136fab82b6ce

Observation cb62bf97-8557-42e4-9730-21e8498a5fbb · outbound

This paper cites InProceedings of the 61st annual meeting of the association for computational linguistics (volume 1: long papers).

Why Retrieval-Augmented Generation Fails: A Graph Perspective InProceedings of the 61st annual meeting of the association for computational linguistics (volume 1: long papers)

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.918824Z

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=2026-05-15T04:47:44.904830Z digest=sha256:d3a069185fa7f8b514115d003d338c39d8fe739a4be28164a704eaf61d9064d4

Observation e328f561-48dd-46be-85c0-a8f3560e6c6a · outbound

This paper cites Analyzing the Structure of Attention in a Transformer Language Model.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Analyzing the Structure of Attention in a Transformer Language Model

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-05-15T04:49:44.280255Z

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=2026-05-15T04:47:44.904830Z digest=sha256:48aca1801f7c33459461d63e5b43354f99a8400450fb753cfbc3aa557aae0a92

Observation 48a40652-e2ec-4a0f-981b-d31d9ab7ba44 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.923186Z

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=2026-05-15T04:47:44.904830Z digest=sha256:2041c7ad1fc202daf69d1e9cb5928cf4b2edfeb65ad487b078ef2f482e0dabe5

Observation e9a06f8a-20b7-4680-bb8b-542e283b13cc · outbound

This paper cites Learning to Filter Context for Retrieval-Augmented Generation.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Learning to Filter Context for Retrieval-Augmented Generation

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:49:44.274176Z

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=2026-05-15T04:47:44.904830Z digest=sha256:8d9b7c24945d317aea00ac2c1026b79bee4240305a5476c3a5b951b39f289abb

Observation 25146ae0-1810-4d1e-8818-879137582e3a · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.948402Z

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=2026-05-15T04:47:44.904830Z digest=sha256:437c3abc834b290590730aa65900af98e4c020af06816dfc40b7cfd04bf14a0d

Observation c542d709-c6f1-42c7-bcc0-10c1062db4df · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.978096Z

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=2026-05-15T04:47:44.904830Z digest=sha256:65440d7c9de4bb488f0980a664c1d5aae979e3d2e243f07fdc47d6d568d43beb

Observation 79b89100-f046-4261-8a8f-38a6b00379c2 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.997590Z

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=2026-05-15T04:47:44.904830Z digest=sha256:84dee45166d90f638fed6ebb6055c6feeab5df3d0032d2c5ceb99d98cf7472a1

Observation 521b6dfa-be6f-408f-bb82-97e5f598519a · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.908373Z

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=2026-05-15T04:47:44.904830Z digest=sha256:a33d63821114cae23918e534d024a0e709f354b5bf12d92bb487356b1563a79f

Observation faded89e-f17e-45c7-a9b6-eab2a5662146 · outbound

This paper cites an unresolved cited work.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.912345Z

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=2026-05-15T04:47:44.904830Z digest=sha256:65a530b6b6f92b719a86d9e5f73e1906af6b40b3031b1f31a58382a5732b533b

Observation 99646830-5c6a-40cb-8f5c-0708c7831c1d · outbound

This paper cites Verifyingchain-of-thought reasoning via its computational graph.CoRR, abs/2510.09312.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Verifyingchain-of-thought reasoning via its computational graph.CoRR, abs/2510.09312

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:49:44.221259Z

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=2026-05-15T04:47:44.904830Z digest=sha256:887685d14a6c060f1c271e684ede73a77abadef2a8faa48789e14442345b1fd6

Observation 85c1d916-c35d-40b4-aaaf-1ca9da962abe · outbound

This paper cites Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:49:44.283581Z

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=2026-05-15T04:47:44.904830Z digest=sha256:30ede95ee3890504b0d3c5b0172dc902797a7a0597b828d8dcea10db0b78bce9

Observation 5bc337f7-55dc-4147-bc9a-f11bc1b152f6 · outbound

This paper cites Trustworthiness in Retrieval-Augmented Generation Systems: A Survey.

Why Retrieval-Augmented Generation Fails: A Graph Perspective Trustworthiness in Retrieval-Augmented Generation Systems: A Survey

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-05-20T00:02:46.870419Z

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=2026-05-15T04:47:44.904830Z digest=sha256:a8546d270c567fed0b9227964529271bedb49e66812dbaa22e529bedd394b826

Pith citing papers

No inbound Pith citation observations are available.