Pith. sign in

Paper Citation Record · LEDGER

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs

As of 7 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2607.08269.

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

pith.paper-citation-record.v1
2607.08269 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T10:20:28.842994Z

measured 35 of 35 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

35 of 35 outbound references displayed

  • verified exact6
  • verified fuzzy3
  • unresolved26
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f6a9acc0-51e0-45e1-ba04-e9774d528001 · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:47:02.799500Z

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=2026-07-10T10:20:28.842994Z digest=sha256:52459b97b56927898d77108b6ed659ccdd205f0bb441c0151cf2e465dc96121b

Observation 14308aaf-11a5-44e1-93f2-d64ee4c81381 · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:47:02.801627Z

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=2026-07-10T10:20:28.842994Z digest=sha256:e713a5f034e535e636af1c1a277e59fba259946911f7e0081a4fefd8314c98bb

Observation c42e6de2-8cc1-4e34-be1c-9db20e0910b4 · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:47:02.792016Z

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=2026-07-10T10:20:28.842994Z digest=sha256:4a8b4317f1a9cd80f2996293b657b7f54e801873459841ec50920b1c37e78d3e

Observation 04ba054e-8ddb-42ce-be9e-dc8b18d4664c · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:47:02.793811Z

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=2026-07-10T10:20:28.842994Z digest=sha256:df7e6adaa1fb314486f7fae1248281976b45247c6692051d242786bb81ae44ad

Observation af15104f-9ad8-4e55-9582-aff4539e532e · outbound

This paper cites In2025 IEEE 41st International Conference on Data Engineering (ICDE).

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs In2025 IEEE 41st International Conference on Data Engineering (ICDE)

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:47:02.795679Z

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=2026-07-10T10:20:28.842994Z digest=sha256:7eb1c966c5be192eadd5285f11a9d35c13a7d8aa94b0b9c89635ac7fa384ffb6

Observation e8ca5350-95fb-49c8-b897-2f726fe6f8c1 · outbound

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

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs LightRAG: Simple and Fast Retrieval-Augmented Generation

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:27:02.486695Z

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=2026-07-10T10:20:28.842994Z digest=sha256:29c60699ac1481a0fa2ae9e6036633e1ef8d388730dd01e97dca0b5c6cea10c5

Observation e27f8b80-b249-4437-abdd-cdb427fdc059 · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:47:02.801463Z

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=2026-07-10T10:20:28.842994Z digest=sha256:ef0c097a20e9f20288eb2115ad845e6cc49318ad7b4465a469ba8cb1558ce1dd

Observation 923042fe-db8d-45a4-8310-9c84041a1f30 · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.482294Z

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=2026-07-10T10:20:28.842994Z digest=sha256:d087383eb27cecede5132fa712b9968bcd65d94918c26171385f76b81f7e5cf4

Observation a59b7ac3-429e-445a-8aea-4fe8526cadcd · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.476702Z

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=2026-07-10T10:20:28.842994Z digest=sha256:3422e99d94dd940a0eb38e1c1f026c56ab5d5e219a42c9be1720c59229808d59

Observation 6c023c50-f1bc-4797-a724-669750b9e32a · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.478592Z

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=2026-07-10T10:20:28.842994Z digest=sha256:d0804b41cbe65843fa49758debbb47b08908770250e42bdaadb96702fd8b6052

Observation 36781152-19d0-43ce-851a-6ad7244c707b · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.480383Z

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=2026-07-10T10:20:28.842994Z digest=sha256:682fb25eb92703632f9abe9638f9f134c6552f0dd9aaf37aed452ca4315db72d

Observation 41c405de-e27c-4032-b5af-55ed776d9f16 · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.484135Z

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=2026-07-10T10:20:28.842994Z digest=sha256:1401880d217c0c7619bac0ef38fc1db2fc05c7bbd3bc04e1f7a7275cd63c9225

Observation de09d297-a15f-4c8d-b0fc-c4fb723fc8d8 · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.486169Z

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=2026-07-10T10:20:28.842994Z digest=sha256:a51135b756ca2dc20f43ee5398acc2b609c4e7f83ad953d01a53734efffc36b5

Observation af24ba11-baf1-4db9-8980-3777c291581d · outbound

This paper cites InProceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs InProceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.472964Z

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=2026-07-10T10:20:28.842994Z digest=sha256:ad96de9de8312d192fae7ad9f883fc1e631bdf6e6da6bd646fc65307601b61b8

Observation 8042be8e-4871-4768-bbab-3e42f29c10ed · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.471075Z

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=2026-07-10T10:20:28.842994Z digest=sha256:bbdb5f2a3dc758b526f410391a263f45eeb8f3292ab9ea1f3af757c14f59f499

Observation e3728457-372c-490e-9548-350d14bb2755 · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.467443Z

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=2026-07-10T10:20:28.842994Z digest=sha256:9377655118f42a6b3aff4eb0c8167dab6d79ca051a2bf9d3aee71105f3fb2d96

Observation f49427d0-a1ca-42eb-9fbb-c30b31af8e4f · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.469154Z

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=2026-07-10T10:20:28.842994Z digest=sha256:0b2e4d9f2f1a4964985fd64263e238064ee7d6209ddb90d7679a6b4c0c8f6be5

Observation e37ce866-84aa-497f-9deb-b1de588a1f78 · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.491672Z

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=2026-07-10T10:20:28.842994Z digest=sha256:eef4db6694fe8ef8f4f11b91b8bd8f5e16984bee2076a1058d8e3295ef2c4597

Observation 69abb273-4c6b-4147-b40c-5d3d788c58d7 · outbound

This paper cites InProceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs InProceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.488344Z

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=2026-07-10T10:20:28.842994Z digest=sha256:5e2b6ffc0c1af8f43edd8cbb49c48fa7198e643b9807292192b52139747b487f

Observation 58161fdf-381d-43fc-816a-2a79f7e9e34c · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.485039Z

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=2026-07-10T10:20:28.842994Z digest=sha256:ae083db25b11321959e0165b7afa037cdbebfc1db83da1e95e2e833306b33e62

Observation 5acbe63f-d531-4135-ba15-23837435e051 · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.487378Z

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=2026-07-10T10:20:28.842994Z digest=sha256:b2499e4960d14759bec7324a4040ec8271cd6b96f79009170ac082c596a7c074

Observation a2b2a15b-f8a6-4aa6-9411-213a3fecd9c9 · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.489558Z

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=2026-07-10T10:20:28.842994Z digest=sha256:b98ba9be99434535fa94a0a67e2f121b6d2e376338d38439c90e638308e511c3

Observation 5ab36731-fa54-4bad-a555-ae2727d4aff6 · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.476551Z

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=2026-07-10T10:20:28.842994Z digest=sha256:a91513effbd81ac36ee6c045d9debdd89030ff38d17e5b2f9eda965d0d4144b1

Observation 7c8e1017-5860-4d28-b01a-0a581c9e15fe · outbound

This paper cites ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:27:02.481476Z

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=2026-07-10T10:20:28.842994Z digest=sha256:b205d5bc1cb1997c4b7c9c23cd7e58b8f16af9b8caaf68b6cc2153bfd0d5293c

Observation 3e27be43-e360-4c9e-a211-c2b36c90ab47 · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.478874Z

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=2026-07-10T10:20:28.842994Z digest=sha256:001438faa6a7752223add09c57214365f69bcf24359e00398361ea754fe8fdbd

Observation 607666ec-418c-4e30-a9ab-1c8f11c3f467 · outbound

This paper cites Agrag: Advanced graph-based retrieval-augmented generation for llms,.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Agrag: Advanced graph-based retrieval-augmented generation for llms,

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-07-10T10:27:02.484326Z

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=2026-07-10T10:20:28.842994Z digest=sha256:6c3f0b465b1e1b725ccd4f4dc7c5bd85d69dc9db1c2e1b6932ecb2d8294a5dfa

Observation 17d1b642-016c-4391-a232-7a548cf5841e · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-07-10T10:27:02.349711Z

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=2026-07-10T10:20:28.842994Z digest=sha256:1debcb72a2f73ef0e27d0390376cd8b4dd5a346d036913b7837c5f36dd1b841f

Observation b6b7d30b-24e1-4784-9265-0611e9d8c8a8 · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.481043Z

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=2026-07-10T10:20:28.842994Z digest=sha256:fa0b0cd560e2c950009f33b53fd4c92f1e779f9715c04105a61fdf0dd10d630d

Observation 15f40520-b0d5-4a9d-ad2e-5d2ae5841481 · outbound

This paper cites When to use graphs in rag: A comprehensive analysis for graph retrieval-augmented generation.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs When to use graphs in rag: A comprehensive analysis for graph retrieval-augmented generation

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-07-10T10:27:02.479153Z

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=2026-07-10T10:20:28.842994Z digest=sha256:97360ecff1222b2354a1a61eba436d5326ddae733081a2ebe07cceb4a95f5ff3

Observation 51067401-10f8-40f0-99da-a363748f5579 · outbound

This paper cites Securing Retrieval-Augmented Generation: A Taxonomy of Attacks, Defenses, and Future Directions.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Securing Retrieval-Augmented Generation: A Taxonomy of Attacks, Defenses, and Future Directions

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:27:02.476526Z

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=2026-07-10T10:20:28.842994Z digest=sha256:e19c54e1c44f0c839619dadd09a666d73c3ad27f0cba2ecfda8f9390fbcc01ad

Observation 9fcb2a7b-4677-40dc-933a-1dfb539b92b4 · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.472039Z

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=2026-07-10T10:20:28.842994Z digest=sha256:91e8dd835e4ece49128c8cae4be2c8d83ea44d38c44e94c29cfc63559745fe18

Observation 2a4d81bc-77b4-4e9c-81bc-cce439d7f037 · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.467626Z

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=2026-07-10T10:20:28.842994Z digest=sha256:2ed5230290fa671bd6b842f4bd144f8e0680c435f7903fe7244a5cb335f00676

Observation d75a41bd-6bdf-4a92-86ea-bcbb5d76aaea · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.469799Z

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=2026-07-10T10:20:28.842994Z digest=sha256:0f498a46a4c3dc9c2b7fa92602ef1c3debd3ec67bda9218daab03e2767440073

Observation 4b50b885-3b04-4e2e-816f-53015028a1db · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.474375Z

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=2026-07-10T10:20:28.842994Z digest=sha256:c5e753428a9cbedb6681e85282a7d5d53b9cec2912474235069e68f9d8316a50

Observation e114de94-c881-4cee-8300-990eea3a0766 · outbound

This paper cites an unresolved cited work.

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.483132Z

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=2026-07-10T10:20:28.842994Z digest=sha256:659eb29de7100b2bcf6c5c751e0a7eabd8775823877eef1fb567a26a75d6c00c

Pith citing papers

No inbound Pith citation observations are available.