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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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

Resolution
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=sha256:1d1c08313a74eb5b5c1ccd0ee40c90f135fc21fe19c56d25228dd66f5bc710e2

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=sha256:7c7c10547d964abd6a423109dce6d46c40778c9a0233fd1385b23e0f7f4bb0ff

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:c4995ade1a4013afd00a687e2deaea30717786f1988de81ae578b0976db59eed

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=sha256:1b9816e68ff189e95aa20237cf6f260104382c1965e3e09d8c9253d3d4a4a777

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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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=sha256:8b176484ef9a144e81301e3ff9be39749bea58a7649e703d0505bfdadf052151

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T12:01:57.406242Z digest=sha256:3cb3575b0b19f421f18e40aeaac326e4bc93c7f221530d89d7c53451f04bd301

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

Resolution
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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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T12:01:57.519130Z digest=sha256:08bc51243d699c3854451ae02295c6a292050ecc1a505bb237cea226995aa27b

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=sha256:931286114c26b4e0f10462ac7a166c170231d658f929802491faf3f9f11554c7

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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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=sha256:0d5be188e9631614fadc7a59c9d3e9952ffc03a5f005c1ba19c8e54b23b5f80f

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

Resolution
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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=sha256:476864c9d9c2ca8e50bbaa7f1554d2813ad75b2c8816275ad6b8c24c11f6e141

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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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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T12:01:58.042508Z digest=sha256:41a5e4cd1e09768200a82569e03e9972b8d1e45c0ed6359cff7e8dc0a5fadde3

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:e7649b675978751fe04eabc42af51c0877c96077b35435c893739e06ec5f0ca5

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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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:c5d375dbb88b44d1b24a732caedd770222fce32a767da4616ecaa9e762a8a221

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:fa648a186d22d5da3cac297e242e07543e82b3973e408f4890f375f0ec57c16d

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T12:01:58.446461Z digest=sha256:77d2ef2ed319922951f6c8c2d9534627748fa24cd149de0b6541b222fc323e16

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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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=sha256:5fab5334f1fe983851666a3331329b015626169c76c5ca04193338595b40fdb3

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=sha256:42b01b2b0e64e776d38ce1f9402499028a9050a1ae588a281906b1edd9af402f

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T12:01:58.765168Z digest=sha256:bfdfc297a71e45ee611b6d7af8a2ea282dc4604d7bb3bdc82402e11f9e2f8f97

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:01:58.885846Z digest=sha256:14b1c2779e52845f15328f0cf575abbf6bec1eb276f98b092e3e41a333001a09

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T12:01:59.010638Z digest=sha256:e7a3fc011a55e6db4537136257217d42fe9be5243a6e99171c6dbf7194ceb44f

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:ee555bb48818b05eb6f96ed0fd498d6bbc9dca263bf2e90f7a66fe35f15ef3f8

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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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:c0e69da7a361f3b26527e71456531b45510567cf971d12c7231266cffd2f54c0

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:f6fab8b61ca77c325abd44d16f38da2c449a3030a7616f97798817b71f9e69a9

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T12:01:59.467822Z digest=sha256:303c6737cb7c0d639917f30fd3624411e1ce0e4fb73311f30c9f889b2ab19c1b

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T12:01:59.601138Z digest=sha256:8329df2d4715df25660ac2f962dd94f444941606a90efc2dffed67262b869a49

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=sha256:955409d915b69922af6edd711f8df6778811b22ce561016c1843d61c1859634e

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=sha256:37a1b4ab704feecd92a9086b6bc8793c07750ed1d9f0e73ff4729de7876fe093

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

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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:e17d448b9413b1435c39cfceccb8d020ea25b48354ca102df19547fb8fd90f25

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=sha256:5ef6f7f539c00f405aecf08ab97bccc1878f4b6ca7c5a34dd57a4103fa9fdc3a

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T12:02:00.171990Z digest=sha256:4cfc75fe9cc05208806a647d6d03607e11ed9b0ff2b8ab3bdf24fc50c797cf02

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T12:02:00.323224Z digest=sha256:92892ae6b1b6924a86d522b79845aad821096172ea3b2d8daf588eeae8362f5d

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=sha256:3600fa452bc05fe7c9d77b387ee735975b52b5888aaf26be2240f6c09fc04882

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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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=sha256:41d3b1a8c8c32af9dc42b6a8be6c3f7be59cc93fa367278569be0e0e27759977

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=sha256:7918f4e05e0a3428ce2ce9789a9e7eab467fd74bc8ca70e1581e9405b214048a

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=sha256:7162bdb86273261d8b28df028324080a3a0289a36284e596c7ca5d9fbe70f6b9

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=sha256:7bb8171f0c737f886e630a14bd8c160bf9cba61ed01b4f5692cc05303f68ce11

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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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 2026-08-08T06:32:00.761636+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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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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no resolver link, observed 2026-08-07T12:02:01.203439Z

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source=arxiv_source observed=2026-08-07T12:02:01.203439Z digest=sha256:ca0bd99102c3def886810632897dc4ee13007e390f91afe1367e8f0148cd22cb

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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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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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:f013765a0bd2ccb82f8dbb9486fb1ad0e2771cc8daee626b209701e5f8005749

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:ffbb6c340aefef0abe6aa3593bbb8d19e1a63c871ad29f8c0ef372e336866ecf

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=sha256:727059118f0df456941ff8c4689a9e20318121db093f607f616aba8556794622

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=sha256:16f3f6bd76c27a4917eba17888b953ca3e41ae118021160e0d8e56a91bcff5a0

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:a585ba9941d4b4807e0885d4374b2b1700d1072d8f1eafebeb572a8de6c4f6ff

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:ca212293330dc93abfbe01ea46e286520657dd2751ced3560700e51796c09320

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T18:56:23.817544Z digest=sha256:c7668ff66324c18bfeafb1d4988b249ee26dfcafa8c72ca3fff66cdbbba1c85d

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

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-13T17:31:08.575993Z digest=sha256:709e0c1870b00e8a3b9f72157cb9203e3dfcd6f8891dc0f3d74bc1be4cf287a2