Paper Citation Record · LEDGER

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval

As of 9 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2508.20417.

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

pith.paper-citation-record.v1
2508.20417 v3

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:08:04.461265Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

49 of 49 outbound references displayed

verified exact4
verified fuzzy2
unresolved42
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 06c517c6-2831-4d7d-8cce-cd9ca70a03ed · outbound

This paper cites online" 'onlinestring :=.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.171831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d25be527-c4d1-46fa-b495-dd453f6b7e29 · outbound

This paper cites write newline.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.177521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1a89b85-fba5-40fe-a069-fc9f9e2fdfb3 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.182600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a5a4895-3b57-485b-b729-f607c392fa7e · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.187790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2f742d7-6a8f-4540-ad64-d6838370dd33 · outbound

This paper cites Do, Yan Xu, and Pascale Fung.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Do, Yan Xu, and Pascale Fung

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.192927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa76750b-b824-494f-8c7e-fa9ea70979ec · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.198025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa6536a1-1981-4eee-b975-fc01294dd084 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:08:05.712609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 31438a03-cfc8-4c7b-b95d-d1947f5bed7a · outbound

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

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.207838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94d36d6c-2bc6-4291-95d5-dec842119cf2 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 9

Resolution: verified exact; doi, observed 2026-08-05T15:08:04.992320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 230aa281-c820-4196-bef0-75e34d850d6e · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.219103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01af86e9-ac36-453b-a39d-1c82cefd0783 · outbound

This paper cites RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.229216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea060f3e-1b43-4e96-9c9d-1315ef8f9687 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.234358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13688424-5675-4470-8bd7-7be38ad31a1a · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.239699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5241b907-efeb-463c-8762-964d56c26fbb · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:08:05.694198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b26eab3d-eb93-4855-a640-55a013a3ac77 · outbound

This paper cites From RAG to Memory: Non-Parametric Continual Learning for Large Language Models.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval From RAG to Memory: Non-Parametric Continual Learning for Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.248862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf2e099f-fcc5-407e-bcff-5da53874518c · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.253822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24be0228-22e4-42fd-9721-be2b1feccd11 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.259167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82d35e62-a1bd-4f39-aab2-ebbb5a3a2ab2 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:08:05.676732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4c8f2d3a-3cf4-4850-b5a5-e0415efb7037 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:08:05.656212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1fa8c5d1-5131-408b-955a-a3ab17c92224 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.278170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1fdf4ed-fc6f-4417-8cfd-8f04534917e5 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:08:05.639308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7afcab10-4542-42d8-bf9c-256c345ed6cf · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.292348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c1251a8-8a76-4d88-a5b6-e5cbfcd71adf · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:08:05.622952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation aa0c437c-6a2d-4fb6-90c5-90fe7f890348 · outbound

This paper cites Contextual Document Embeddings.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Contextual Document Embeddings

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.304445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8d3ea40-1cb8-4650-8179-96d83c1007db · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.310056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7551da0-8b79-4932-92e6-83a88d38a3bb · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.315700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea11831c-c6c7-4423-bce7-33d0ff55ca7e · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:08:05.606222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4b243baf-1056-4ea7-967a-3645819b74fe · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:08:05.589803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e7e170d5-f8a6-4001-9165-aed44d39ecf2 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.339989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae76d41b-5876-4257-b613-d86d9862bb31 · outbound

This paper cites Robertson and Hugo Zaragoza.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Robertson and Hugo Zaragoza

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.349925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84987b54-ed19-4999-ad23-1e8e346dec3b · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.356210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 029ca039-88e1-41e5-9b4b-4be52bb13706 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.362087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 960360a9-f41a-4ed4-8195-765933d7f489 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:08:05.560784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 904b7c1c-8a8e-4e2d-84c3-8110c66e746e · outbound

This paper cites Ni, Heung - Yeung Shum, and Jian Guo.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Ni, Heung - Yeung Shum, and Jian Guo

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.543067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b9d264c0-ba23-4b25-8d9a-ce7673b8e341 · outbound

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

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.381455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cec1182-c192-4666-952a-eabcf6f7fa5a · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 37

Resolution: malformed identifier; no resolver link, observed 2026-08-05T15:08:04.387940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9678b42c-dbcb-4152-af13-565adbf5c645 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.394082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fd2eb73-12c6-4a90-b3e4-3ab033e3d894 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.399851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d519dc7b-0370-4e6f-9871-2fae373cdf7a · outbound

This paper cites Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:08:04.619890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5816a14d-b357-4d09-89c3-fa53e572f065 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:08:05.526677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f784f26b-1fd1-4929-897c-a2c53a12fa5e · outbound

This paper cites Rossi, Haoliang Wang, and Julian McAuley.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Rossi, Haoliang Wang, and Julian McAuley

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.511625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6811a756-abc0-48dd-abf7-991ad716ed43 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.424599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f66151f-9c63-47c6-a034-a76260ed3e78 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:08:05.496116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8b0d3798-32af-407d-91c5-a4ccc0a1e85d · outbound

This paper cites Cohen, Ruslan Salakhutdinov, and Christopher D.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Cohen, Ruslan Salakhutdinov, and Christopher D

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.440592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e63913aa-8b65-4b15-876b-a8f58effa7e0 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 46

Resolution: verified exact; doi, observed 2026-08-05T15:08:04.562589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d737abc7-b0b1-4932-a1f7-037ae3141d16 · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:08:05.479498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f8e476da-b4b5-4dcf-af9f-53df105562ed · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 48

Resolution: verified exact; doi, observed 2026-08-05T15:08:04.536523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 467a5e49-7a62-4bb5-8e61-25496d4530db · outbound

This paper cites an unresolved cited work.

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:04.461265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.