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Paper Citation Record · LEDGER

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification

As of 7 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2506.07528.

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

pith.paper-citation-record.v1
2506.07528 v2

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:37:29.395429Z

measured 48 of 48 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T14:26:05.982271Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T14:28:31.090329Z

Reference resolution

47 of 47 outbound references displayed

  • verified exact5
  • verified fuzzy1
  • unresolved41
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8b1fe186-8bbc-4a3b-b349-d3af056f9981 · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.921032Z

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=arxiv_source observed=2026-08-07T05:37:29.238933Z digest=sha256:07287feb689ad3c3af4cd94e3115e971cf6012f8bce201439866f8556b52a823

Observation 394cd280-373f-4be4-a9b4-d0c3e18d7ce5 · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.911806Z

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=arxiv_source observed=2026-08-07T05:37:29.243128Z digest=sha256:8bce2e7f8b742403f1a7f5596da6c1941f7c841e2db8909baeed98d5db58f773

Observation c8483d4a-c584-496d-b5b9-d0a885c34e72 · outbound

This paper cites ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.246633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.246633Z digest=sha256:b900f97b94ab76f4e4183a06a2c0ad7629e1dd047e039820f33e5431fa5d6339

Observation d63b0ecb-8833-46a7-98ca-f2a957d5183f · outbound

This paper cites Synergizing RAG and Reasoning: A Systematic Review.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Synergizing RAG and Reasoning: A Systematic Review

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.250589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.250589Z digest=sha256:70e8f35fbdf6d9b2103f4630d045535871caa3548e46959c629e76e03405d502

Observation 9177bda6-30e0-4206-bffd-e1633ed25853 · outbound

This paper cites DeepRAG: Thinking to Retrieve Step by Step for Large Language Models.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification DeepRAG: Thinking to Retrieve Step by Step for Large Language Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.254224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.254224Z digest=sha256:bd52765ebfec4102fb36bebe3004623444f751b95c6018404477ad1088d9a5e2

Observation a8e4adaa-9232-4884-9464-c87e353f45b8 · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.902484Z

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=arxiv_source observed=2026-08-07T05:37:29.257984Z digest=sha256:6e3262b6dd8ba6122e50ab02e4456614e4b47de92e31e55cc16abd2823ab532f

Observation a33887c9-c481-4341-9ae3-98e9526e6169 · outbound

This paper cites BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:37:29.668415Z

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=arxiv_source observed=2026-08-07T05:37:29.261578Z digest=sha256:9e51d391c4e6538549da11b20d68bd623f22adfab09fe4456171d6a1cbafc50b

Observation 6aadbd0b-92b1-4310-a700-ada7cdb8772f · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.893142Z

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=arxiv_source observed=2026-08-07T05:37:29.265271Z digest=sha256:da10aa514178e8164e931a14c689ad5824fe3c61743dcfa59d0d694e1f33675f

Observation 6f5ae284-1231-40e8-80a4-2bbb402f864b · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 9

Resolution
verified exact
raw_fallback, observed 2026-08-07T05:37:29.654483Z

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=arxiv_source observed=2026-08-07T05:37:29.268433Z digest=sha256:16ead44a07af4219c640e46e0351a4295d361e4f769bdebded264e74c62c79d9

Observation 0b454034-8c92-4bed-92f3-e44264c2ca28 · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.883869Z

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=arxiv_source observed=2026-08-07T05:37:29.271545Z digest=sha256:7cffd7637840d3b5195ed3d2441978a103448d51209519f9ef8660c99ca7b2c1

Observation c08120e3-6ca9-45da-ace1-726ec7bb48a7 · outbound

This paper cites Core: Robust Factual Precision with Informative Sub-Claim Identification.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Core: Robust Factual Precision with Informative Sub-Claim Identification

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:37:29.573445Z

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=arxiv_source observed=2026-08-07T05:37:29.274775Z digest=sha256:2b8da4093d84a9c06b20949b7f58f93faf3b1b1077304b161e6a785500b5e0ff

Observation b254efc1-7ea0-4d80-8aae-373064b60dfe · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.278363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.278363Z digest=sha256:6f37da21f54642ff6bdb2c5b2b390124e928d0055054cebf14761dfa2bcd7854

Observation c4c92fc8-0297-4a36-be76-72de08752e5e · outbound

This paper cites FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.281689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.281689Z digest=sha256:f58eccc3537ca086fdb8344f03b429702b8be116fd7257292bd1fb8a6ee6d019

Observation f62a2019-803d-4438-86fd-1fc81fedd971 · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.874257Z

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=arxiv_source observed=2026-08-07T05:37:29.285456Z digest=sha256:f0c575059a47e56628a8d3a1324aed469a37b1b12c7770f6d7dcf5f52cb632ec

Observation f51a50b5-dbda-42e7-88e1-2e6dc0c494a1 · outbound

This paper cites Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, and Christopher Potts.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, and Christopher Potts

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:37:29.864354Z

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=arxiv_source observed=2026-08-07T05:37:29.288586Z digest=sha256:aea3d9fcbe5cfb24d3a9a23aeddfd66834e72e2179d00eea17d4ad02e9839578

Observation f5aaead9-57fe-4302-8f88-88ebbcdee1ea · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Stoica.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Gonzalez, Hao Zhang, and Ion Stoica

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.291624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.291624Z digest=sha256:5526a91493567e51b15863901eff37d498110747c448cbef21dea0bc45a8907f

Observation 8936ca5f-d96a-46f1-a2a6-f4b63fdc9cb6 · outbound

This paper cites Search-o1: Agentic Search-Enhanced Large Reasoning Models.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Search-o1: Agentic Search-Enhanced Large Reasoning Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.294743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.294743Z digest=sha256:d878be68a643f7e3d0210337b0e8f4436e29a1290df04bfd6db3bac4b7c87f1d

Observation a0c5e0bf-9f2d-45d5-b994-28a4f03e9a62 · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.850486Z

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=arxiv_source observed=2026-08-07T05:37:29.298208Z digest=sha256:50f3b4398485b047ed0af343e0e4ae08744024e169bc321f6dd45a1d313b8978

Observation 0727f5ca-260e-4d8a-8844-06b100c524ea · outbound

This paper cites Optimizing Decomposition for Optimal Claim Verification.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Optimizing Decomposition for Optimal Claim Verification

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:37:29.542558Z

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=arxiv_source observed=2026-08-07T05:37:29.301624Z digest=sha256:b19d6e96f589615c3b030a164d9a1c828641fc37035f1241babb3bd055ce6449

Observation e01e11b1-c3a7-4a39-9840-69e9394cd730 · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.841264Z

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=arxiv_source observed=2026-08-07T05:37:29.305366Z digest=sha256:8ea9d9ea475bc147b02bb00e8d5a34edbbfa3f06a204b9d5361989ddeb83988b

Observation dc279904-91ed-414e-84ed-6ffa9d5157fd · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.832228Z

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=arxiv_source observed=2026-08-07T05:37:29.308622Z digest=sha256:60a49f418d6ecaa1098b2b12081eabc866a30de838bb5e85a1eb79037c257251

Observation 759e0f49-a861-4920-a049-e06d9c961731 · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.823043Z

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=arxiv_source observed=2026-08-07T05:37:29.311976Z digest=sha256:4e08f8b8485a32b96ec8f40efd1a7fee783dcb90f20e17103148326457c39805

Observation 018cc0a1-e9e5-4c80-83e3-dd2d3bd2e2ad · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.814223Z

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=arxiv_source observed=2026-08-07T05:37:29.315085Z digest=sha256:e6158b068f30d13648ed1a43f6b3882e9fadf45a7d7b7d7ab31a3a90f1946373

Observation bebf0705-243a-4f66-b8d2-cece3e5ed128 · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.805300Z

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=arxiv_source observed=2026-08-07T05:37:29.318424Z digest=sha256:ba1eba1e98d6f556e03080d20105591053b4121410f529ddd08a269ddb7f7c66

Observation fe1b1916-3b74-4cf5-b878-37dc6fd649cd · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.796081Z

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=arxiv_source observed=2026-08-07T05:37:29.321597Z digest=sha256:2667fa3dbf7a4d9aae6a9d6b932c60b0024958bc8ac33c583a293427d3734cbc

Observation 3c20577f-4d12-457a-8993-d264f1e82a79 · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.787274Z

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=arxiv_source observed=2026-08-07T05:37:29.324841Z digest=sha256:984ca5744c7188c7f2ab014d5c7c60cd653e620a8126f70c324d699addbdaa47

Observation 8bbbc711-8518-4253-80b1-54bfb9a3f102 · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.778055Z

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=arxiv_source observed=2026-08-07T05:37:29.328051Z digest=sha256:f1d2711c6668b3c1c1a91683bba0cb3a8bb8e278d8d3780e80aceac037e221b2

Observation 6f4ea885-3272-4ce2-81db-59e6eaac0d1a · outbound

This paper cites ToolRL: Reward is All Tool Learning Needs.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification ToolRL: Reward is All Tool Learning Needs

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.331382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.331382Z digest=sha256:7545f689f448dcc2471982c837b69a7c56c621de0d525771dce799b464afed97

Observation 37f875a4-b1a2-4fd0-bf39-08ec191288d9 · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.768700Z

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=arxiv_source observed=2026-08-07T05:37:29.334757Z digest=sha256:2e603a7b116aa406f5426d869e47800fab016f9398d2ea492e35d9a8f8d03dc0

Observation 8e8f40a4-ebdd-4935-9159-ea9048b9f5ec · outbound

This paper cites Qwen3 Technical Report.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Qwen3 Technical Report

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.337822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.337822Z digest=sha256:ac80c39e7b974d0ccad7626843c6007e50c7185c3c172e1beb5f65dcf27d3de8

Observation eb551597-fd4a-426d-b240-3fb604f3a58d · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.341268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.341268Z digest=sha256:ad2bc1aff67c875582013243385bd206728fa3121231bfb2b3103b402d473753

Observation 392b3399-8d3a-43b7-94b8-bb862e6aa737 · outbound

This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification HybridFlow: A Flexible and Efficient RLHF Framework

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.344523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.344523Z digest=sha256:fc4c496a1167bb131b26e6578c94cf89733ba4be69e4295f3b10b9328faaee6b

Observation 19b19f16-4871-4164-a3e3-476989c7a801 · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.758778Z

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=arxiv_source observed=2026-08-07T05:37:29.348152Z digest=sha256:ca6f5f0244d6d329183b141056fd005973e5c90f6f769d3e5bc9c11e1b00dec5

Observation 86efdffe-7d9a-424a-931a-b2469670b0a1 · outbound

This paper cites R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.351349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.351349Z digest=sha256:fac1a56e965e706794b9189f6762709510133f579307590d20966b7487716d6e

Observation 93347886-c143-41e3-9983-72c4266c1ae7 · outbound

This paper cites ZeroSearch: Incentivize the Search Capability of LLMs without Searching.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification ZeroSearch: Incentivize the Search Capability of LLMs without Searching

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.355209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.355209Z digest=sha256:6cd7c6422f46e3b5c488d763658e02c51d6e8da2fdda944e14a09eb7107b631f

Observation 580f2a8c-edc0-47f9-b79e-b2acf110ac3e · outbound

This paper cites ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.358809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.358809Z digest=sha256:d11131e37ec5f5ae91468ac6d6cc6e7eeaa38bcb0e032d6006b01cd908bf8335

Observation 46eed995-e94c-488c-996a-e1063171b9d7 · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.748430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 977667bf-d942-4772-93e3-79b4082cbca8 · outbound

This paper cites Multilingual E5 Text Embeddings: A Technical Report.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Multilingual E5 Text Embeddings: A Technical Report

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.365355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.365355Z digest=sha256:de2a8264ac5aeaf8f5ca744026615d49b564aea0116d8d50168133344fd3aa24

Observation 148421ff-a287-4766-bf60-ff324663c6d3 · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.739602Z

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=arxiv_source observed=2026-08-07T05:37:29.369017Z digest=sha256:f84dcf02aee92a2cbe5311ef3710be59e5cb5e9c4a9dbb678d5cbd79f90e1fea

Observation b7153030-08b8-4190-bd3e-49e57852ab99 · outbound

This paper cites DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:37:29.459858Z

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=arxiv_source observed=2026-08-07T05:37:29.372215Z digest=sha256:19865132cbf87045ecf9ef690487b2015d196d404502115f865c8b1e35a8ab28

Observation a53988f1-5385-49d9-b581-c82f95b073e4 · outbound

This paper cites Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.375928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.375928Z digest=sha256:caf48c0f48d5c94d7277018dec127d3b0714749afd425c7beccee59558449636

Observation 558195ef-5fc7-4eda-81ae-8ab4b30a27c5 · outbound

This paper cites Supervising the search process produces reliable and generalizable information-seeking agents.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Supervising the search process produces reliable and generalizable information-seeking agents

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.379390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.379390Z digest=sha256:67614b4093d1b4d9ef1f1699e9adc6e916408bda4df91e42c804dca4f8f95fad

Observation 49f64d93-b764-4258-979b-4ec326db92c1 · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.730821Z

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=arxiv_source observed=2026-08-07T05:37:29.382967Z digest=sha256:83e6331d6a87e430b98277ef341c55a04d22ac68466a91cb6a3db2604850a8ab

Observation 25ed534c-0ffa-4ce3-8b51-69b11fc23af7 · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.721668Z

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=arxiv_source observed=2026-08-07T05:37:29.386297Z digest=sha256:43887a0e7bae82584712dc511e221df501569c45e860ff888e770231429a4872

Observation 9181733d-6600-4beb-bf32-e3e36af73e2e · outbound

This paper cites an unresolved cited work.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:37:29.712874Z

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=arxiv_source observed=2026-08-07T05:37:29.389139Z digest=sha256:42881871f85eb4b798698523ad2bfdde2388df4ac47172041b5d3a336b9889c6

Observation c0831988-12f1-448d-a699-4a0c0b463a4e · outbound

This paper cites online" 'onlinestring :=.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification online" 'onlinestring :=

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.391967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.391967Z digest=sha256:c28039029752bb6f981369380a1267a9e9f4c73b1e15169f29540b44d437fb28

Observation 2667248d-d860-4bd3-9305-c31933d9dbf3 · outbound

This paper cites write newline.

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification write newline

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T05:37:29.395429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:37:29.395429Z digest=sha256:08c0837bbb0a73312a78321dcdafa2e2e409c068c48297c9ac167434aa6b6011

Pith citing papers

Observation 47c13621-a44a-4e84-a598-c4c9681d123c · inbound

CheckRLM: Effective Knowledge-Thought Coherence Checking in Retrieval-Augmented Reasoning cites this paper.

CheckRLM: Effective Knowledge-Thought Coherence Checking in Retrieval-Augmented Reasoning Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-07-03T14:28:31.091831Z

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=2026-07-03T14:26:05.982271Z digest=sha256:1a9a59ddd2696ea8e5c64826514b2bd1ba0dca529c7f8552d068d2ae524d79fb