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Paper Citation Record · LEDGER

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience

As of 16 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 2 inbound Pith citation observations for arXiv:2506.00842.

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

pith.paper-citation-record.v1
2506.00842 v2

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:02:01.782673Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T18:56:23.817544Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T18:56:23.925293Z

Reference resolution

51 of 51 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved49
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 01a105bb-d12c-40fd-97a2-812920e1e2e5 · outbound

This paper cites online" 'onlinestring :=.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience online" 'onlinestring :=

Reference 1

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unresolved
no resolver link, observed 2026-08-07T12:01:56.849278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:56.849278Z digest=sha256:6546659a4a1d59eb3e27d6688b912691b8c0a57b115503c711a7c92e042c8417

Observation b116ff42-f5aa-49b0-aa9c-102e0c753c34 · outbound

This paper cites write newline.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience write newline

Reference 2

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no resolver link, observed 2026-08-07T12:01:56.983468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:56.983468Z digest=sha256:9c430328d55ddb18f9edbae6aa50e0a6bb57ae5e9143473dff9c45d07e506e21

Observation 8f636f0b-114b-4081-8c62-87b98973e8de · outbound

This paper cites GPT-4 Technical Report.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience GPT-4 Technical Report

Reference 3

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no resolver link, observed 2026-08-07T12:01:57.073396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:57.073396Z digest=sha256:8e4b00ee112525a80d7187db34d6b02d46fcf500af599ff47c9e4d193ee7a4e9

Observation 98ec4865-75da-4888-bda4-d212917377c7 · outbound

This paper cites Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Reference 4

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unresolved
no resolver link, observed 2026-08-07T12:01:57.167125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:57.167125Z digest=sha256:1279d0d22b96c533c790f2cc3609af6209da84ca4bd791af8ad850ef8533f6b5

Observation db9a1feb-3fd3-4edf-a9dc-cfe38ac9d16b · outbound

This paper cites Grimoire is All You Need for Enhancing Large Language Models.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Grimoire is All You Need for Enhancing Large Language Models

Reference 5

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unresolved
no resolver link, observed 2026-08-07T12:01:57.303040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:57.303040Z digest=sha256:87337cd62028a0bfc99f895c55c733c2877a4fcd14e537b4463003b67715d9c9

Observation ff7972f2-430b-4601-a288-e73958927fa0 · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:02:04.598590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T12:01:57.406242Z digest=sha256:b4a3bbf8aca5e616135110ab562657d959f192c9b2f0ea9a348c62d986c679b7

Observation 0cb135ae-3be5-4f70-a21e-1477fbb7f107 · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 7

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raw_fallback, observed 2026-08-07T12:02:04.567153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T12:01:57.519130Z digest=sha256:0757ef3fd16f4ffe7e3b360a8a188b7d9743ed2cc72abe79badcb2a5333ad4e3

Observation ff1ef5b3-4965-4df2-9c96-15a757976b12 · outbound

This paper cites Contrastive Chain-of-Thought Prompting.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Contrastive Chain-of-Thought Prompting

Reference 8

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no resolver link, observed 2026-08-07T12:01:57.643782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:57.643782Z digest=sha256:3db4c53434e2542853fc128c592ae53554c6feaf0f7e6f167cf0e6363cc37264

Observation 62b8a070-5a25-4027-8d5d-ada6da07f5cc · outbound

This paper cites Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation

Reference 9

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unresolved
no resolver link, observed 2026-08-07T12:01:57.794083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:57.794083Z digest=sha256:8d6df59af5d1c3ac211e96ee75dd17e079fa8d53dafec9c4b62daa1b2f297194

Observation 190be528-f2e2-40f1-b35a-72930dcc9060 · outbound

This paper cites The Llama 3 Herd of Models.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience The Llama 3 Herd of Models

Reference 10

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unresolved
no resolver link, observed 2026-08-07T12:01:57.912753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:57.912753Z digest=sha256:3865acbfa095c9fb1c219003b4f5d43ce8f2397d9c48ee76419d091950acce24

Observation 4da269fb-bcbd-4c24-ab13-f97461a54d42 · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 11

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unresolved
raw_fallback, observed 2026-08-07T12:02:04.537507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T12:01:58.042508Z digest=sha256:54677767ac90871cf3fabd18a20a1600934ed52e078243c133f13272f887ed0d

Observation 5ceae656-ddf1-4bf5-978d-b50f093037b0 · outbound

This paper cites Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation

Reference 12

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no resolver link, observed 2026-08-07T12:01:58.159475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:58.159475Z digest=sha256:ea5e006c9e515c53a367412d9c3083f44b126d2950540130897ee0450c450446

Observation 712ea387-3c1f-41b4-990e-528c7f5e2def · outbound

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

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 13

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unresolved
no resolver link, observed 2026-08-07T12:01:58.307430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:58.307430Z digest=sha256:53fd4d70dfe3fc7ed78ab5d048cde58c5cbc1e3175d7c8781d489e9e4c54d035

Observation 8535e09e-2e8e-4e8c-b977-fd118d84c5b4 · outbound

This paper cites A Survey on LLM-as-a-Judge.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience A Survey on LLM-as-a-Judge

Reference 14

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no resolver link, observed 2026-08-07T12:01:58.392901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:58.392901Z digest=sha256:f8a0ea5b6104b1cd55c8a32f6bd4b93e1e228a45ffae8be752d2bf0162874f66

Observation 4a158eba-c8df-41f4-a5aa-fb28fbad0d19 · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 15

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unresolved
raw_fallback, observed 2026-08-07T12:02:04.506256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T12:01:58.446461Z digest=sha256:2779e66fcbba020cca1f512a72d51719d434f1df3aee88e25ff45ad7ccb5e810

Observation 2f372a43-04d4-4ee2-86b8-9db8f34a08ea · outbound

This paper cites Reasoning with Language Model is Planning with World Model.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Reasoning with Language Model is Planning with World Model

Reference 16

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unresolved
no resolver link, observed 2026-08-07T12:01:58.545124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:58.545124Z digest=sha256:cb05b767ce257596e452c8fdef89d3ea28bfd495872b2e5aa83e2f90bf2585c9

Observation 11829ded-c473-4cbb-a6db-366ff3fe7a66 · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 17

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unresolved
no resolver link, observed 2026-08-07T12:01:58.627083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:58.627083Z digest=sha256:d9674b3025cc6c2c3f9c1a992182d30d34cc04ed5cc4aa0dcf42b4807dd155d1

Observation 72e5b98b-6ccb-4f20-8cb7-e1f72111b1cd · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 18

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raw_fallback, observed 2026-08-07T12:02:04.337900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T12:01:58.765168Z digest=sha256:7d9cb64b17b4e507fecacb8cb89d3d8a0982c83f5227a92665188d6d0f300cd6

Observation d195bd19-fde9-4aa5-8423-260455a7610a · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 19

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no resolver link, observed 2026-08-07T12:01:58.885846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:58.885846Z digest=sha256:631a624a4f2df2dbe4a279ecafc13818d523b689ff210b74ca58b77c2d5181ca

Observation cb0d3e2a-06dd-4ca8-84f1-65a401b31507 · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 20

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raw_fallback, observed 2026-08-07T12:02:04.120129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T12:01:59.010638Z digest=sha256:8ba2657e740fd5bc4d1725100b925954d36cb134ba609fb5a613cea2349f1fbf

Observation 8905f951-f4ac-408c-aba3-0afe971cbecb · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 21

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no resolver link, observed 2026-08-07T12:01:59.135197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:59.135197Z digest=sha256:fbefa152a4565a1bf702b1e8d6fa4d56365cfee9267c23c2320eb602dfde13d1

Observation 12c484c1-c86e-4585-bcde-41e553a0c4f1 · outbound

This paper cites SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs

Reference 22

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unresolved
no resolver link, observed 2026-08-07T12:01:59.222118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:59.222118Z digest=sha256:2f9a9908f5a13f24341eb6181f8850f4e4b86d14c12badf42cbc2c4369ab8608

Observation 8792440b-65b0-4ee8-a7d0-616b84c3ac55 · outbound

This paper cites Better Zero-Shot Reasoning with Role-Play Prompting.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Better Zero-Shot Reasoning with Role-Play Prompting

Reference 23

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no resolver link, observed 2026-08-07T12:01:59.333906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:59.333906Z digest=sha256:b7b79197688bd80a38fef9978a8c3ca5d19dc27da6ef597f238f0f0480fa0d9b

Observation 11e58ed6-6cfa-45fc-890f-036416ca90c8 · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:02:03.822995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T12:01:59.467822Z digest=sha256:ac322a6c911abb361c6f98b9aa1de3c95924347bd6e391522dbfb91b4e38ef6f

Observation e2a9b165-d507-42b3-882d-4096f8f10b95 · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:02:03.578454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T12:01:59.601138Z digest=sha256:cd0475ea7f06d45602e4a0ba7be5abceb0ad054bfc9f8e975ba123f3477cd982

Observation 8129e702-b3e2-43f1-8d2a-7339168f2ef9 · outbound

This paper cites Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 26

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no resolver link, observed 2026-08-07T12:01:59.717504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:59.717504Z digest=sha256:0f13f3787d9c756aae619e69986fd14e48a45514b009facb67bf254157396595

Observation 84415a86-bfac-49b1-93ef-7616b1f8bc5d · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 27

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unresolved
no resolver link, observed 2026-08-07T12:01:59.841509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:59.841509Z digest=sha256:1960ff72a9aaa5628c81c2a0c4a8dbe27ddf7c645694834e1526507afcab290c

Observation 406ec71d-2f6c-4acf-8e41-20bf6d4830fb · outbound

This paper cites Let's Verify Step by Step.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Let's Verify Step by Step

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T12:01:59.959404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:59.959404Z digest=sha256:fe168fb94177450c019ebc4ba9822236da3a3bdbb84e1b7ecac11dce8a33cde0

Observation 07f22b50-38cd-4d74-b028-fedd73d7d9f0 · outbound

This paper cites Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey

Reference 29

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unresolved
no resolver link, observed 2026-08-07T12:02:00.072917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:02:00.072917Z digest=sha256:2ace3a1b436d4956c8dfc077328eb9c50a3e628fcc6161dd71c8fdfe38735bd6

Observation 7924628a-c63d-426a-80bf-fd56c5836ef8 · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:02:03.346291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T12:02:00.171990Z digest=sha256:47191e1f83b2c1322fa1bbdb31d837877ad6b9badd0c2ab61adf119c0190a657

Observation b612748e-178f-4b0c-ab08-a63a49fd651a · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 31

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unresolved
raw_fallback, observed 2026-08-07T12:02:03.105999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T12:02:00.323224Z digest=sha256:f1a92221a88eeb7d49543fbdc26ff9a7987f5cfa15d212ce746b81646f6de802

Observation 7905183e-6d8d-4795-9e75-1fa98ae9cc8f · outbound

This paper cites SAIL: Search-Augmented Instruction Learning.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience SAIL: Search-Augmented Instruction Learning

Reference 32

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unresolved
no resolver link, observed 2026-08-07T12:02:00.403109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:02:00.403109Z digest=sha256:d315061159b519e64a0ffa13cbd84bc12d5bd67a7f24699c99b00d8c011c34fb

Observation 6f1d3735-6002-4b30-9f52-50da8a49304e · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 33

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unresolved
no resolver link, observed 2026-08-07T12:02:00.483269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:02:00.483269Z digest=sha256:d97be5ccec76336d0461fe388044529b22abf3c957ef55a9fe3572505687cbfb

Observation f7898a12-3f80-4980-b005-e5b7a0b3ef3b · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 35

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unresolved
no resolver link, observed 2026-08-07T12:02:00.679708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:02:00.679708Z digest=sha256:93fd7e798f59b950683a4b7a35dd5ee1bfd12ff1b93da59d9110b38fa6affe18

Observation 7adc5f96-240d-407b-a7cd-52b37cc332a4 · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 36

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unresolved
no resolver link, observed 2026-08-07T12:02:00.746461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:02:00.746461Z digest=sha256:8f4db8c8a4503ebd6a912a495619f44ff66a6a4fa3df7ea78d5bbf19f6d147e4

Observation f88d1486-89b1-4d4f-9238-132ebc64ce7f · outbound

This paper cites Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents

Reference 37

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unresolved
no resolver link, observed 2026-08-07T12:02:00.796076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:02:00.796076Z digest=sha256:b8be6366dc1dbcd94c30a51c36407622bf4908af90c9f74dfae23f3ef40273a0

Observation 2241a761-dec3-40e3-b5f0-3e83d1a28189 · outbound

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

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

Reference 38

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unresolved
no resolver link, observed 2026-08-07T12:02:00.862613Z

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Observation c72c4a69-6c60-4fb4-879a-dbd0ecb11908 · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 39

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Observation 23a429b3-fedd-446c-b750-6c1c2316b0b1 · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 40

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no resolver link, observed 2026-08-07T12:02:00.982968Z

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source=arxiv_source observed=2026-08-07T12:02:00.982968Z digest=sha256:828d3003950688ab041a949055a782f364033295f83f7eb515214f819759b535

Observation 8bb1e428-8c96-457a-a70c-da9c6725b307 · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 41

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raw_fallback, observed 2026-08-07T12:02:02.846326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation cd942b8f-7e0e-4f54-8aa6-f7fd4b25686d · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 42

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source=arxiv_source observed=2026-08-07T12:02:01.110522Z digest=sha256:dd2375b3583cc3d338016c0d0b52ad3a78fcf51d4dfb556eb390bd6e475514ff

Observation e24e15e1-19a5-4cd4-b578-797101b6b9d5 · outbound

This paper cites MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 43

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Observation 54c04625-fb6d-4afd-a67b-5184e21149d3 · outbound

This paper cites Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters

Reference 44

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source=arxiv_source observed=2026-08-07T12:02:01.203439Z digest=sha256:cd4e04e5171c92b5b1d3475d9e237ea09421cc1b8d18c8ef62c31c86320606db

Observation 5851c809-074b-4eec-b8d7-3fb5d988048a · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 45

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source=arxiv_source observed=2026-08-07T12:02:01.270369Z digest=sha256:4d71ee29ca127a47cdbdc1c0df4e25c7dda391feefb4d74105781c59d36c0a4a

Observation db145654-8331-4e3e-bef6-82b811287c4d · outbound

This paper cites an unresolved cited work.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Unresolved cited work

Reference 46

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source=arxiv_source observed=2026-08-07T12:02:01.332303Z digest=sha256:7e8600d1e4b48548ab6eb6acded5dda4a43f0336a60578507a3f7aaf2d455207

Observation 1889bac0-550b-447b-b2a6-007de0e0a37d · outbound

This paper cites OlaGPT: Empowering LLMs With Human-like Problem-Solving Abilities.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience OlaGPT: Empowering LLMs With Human-like Problem-Solving Abilities

Reference 47

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no resolver link, observed 2026-08-07T12:02:01.405568Z

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source=arxiv_source observed=2026-08-07T12:02:01.405568Z digest=sha256:6608da3e8fa90e463e09f9f2f618ed91851d4fd968173d8def599a2f9b567b2a

Observation 3c256d6d-b855-4b62-a7cd-c47a0ee88bad · outbound

This paper cites ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding

Reference 48

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no resolver link, observed 2026-08-07T12:02:01.479838Z

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source=arxiv_source observed=2026-08-07T12:02:01.479838Z digest=sha256:f1061c6758b67cda2370b9c65c6cfde1b5d621a252e606c3c0d17378bd549ce3

Observation 2de91c7a-142e-46a8-9b8b-096bd0bd5a43 · outbound

This paper cites Corrective Retrieval Augmented Generation.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Corrective Retrieval Augmented Generation

Reference 50

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no resolver link, observed 2026-08-07T12:02:01.605716Z

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source=arxiv_source observed=2026-08-07T12:02:01.605716Z digest=sha256:cf3ecf796f8e888987f7fb63a54b355afeae7a3a6c41b213531309ca27c52e72

Observation 303d8935-24e5-4e06-99da-cfb72b5950b2 · outbound

This paper cites Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning

Reference 51

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no resolver link, observed 2026-08-07T12:02:01.655644Z

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source=arxiv_source observed=2026-08-07T12:02:01.655644Z digest=sha256:a7fdfbe69c448bab279d1508a80e28fa69a2c1d4da54898c5a17ea79b6444635

Observation 5f2f4975-5705-4ea1-82e5-47bdd0a57483 · outbound

This paper cites ExpeL: LLM Agents Are Experiential Learners.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience ExpeL: LLM Agents Are Experiential Learners

Reference 52

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no resolver link, observed 2026-08-07T12:02:01.724568Z

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source=arxiv_source observed=2026-08-07T12:02:01.724568Z digest=sha256:07b2ea81ac8afa5ef4fe4d6c3648b098d3b69e20a3ca56a57ac2f9cf11f75471

Observation b0f628d1-6524-4a89-981d-22a924a23cd1 · outbound

This paper cites StructLM: Towards Building Generalist Models for Structured Knowledge Grounding.

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience StructLM: Towards Building Generalist Models for Structured Knowledge Grounding

Reference 53

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source=arxiv_source observed=2026-08-07T12:02:01.782673Z digest=sha256:1d884112b9083ebc85d3786c5c5b1da01d065a85f05c0483b57c506034fab57b

Pith citing papers

Observation d5fc73ca-9b82-466a-8a88-91440c9e06d0 · inbound

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent cites this paper.

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience

Reference 11

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verified exact
arxiv_id, observed 2026-05-15T18:56:23.929624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-15T18:56:23.817544Z digest=sha256:b3f142d459416fa1068bb71dafd8e295c67342b871653a930ef54db87ddebad7

Observation 64e6656d-b0da-4b10-99dd-829cb06ece37 · inbound

GeoBrowse: A Geolocation Benchmark for Agentic Tool Use with Expert-Annotated Reasoning Traces cites this paper.

GeoBrowse: A Geolocation Benchmark for Agentic Tool Use with Expert-Annotated Reasoning Traces Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience

Reference 16

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arxiv_id, observed 2026-05-13T17:33:02.401713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-13T17:31:08.575993Z digest=sha256:faea67602fc669767733fa683aa1144361eedbc472f14099c795ea2aa5f9349e