Paper Citation Record · LEDGER

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning

As of 14 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2607.20833.

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

pith.paper-citation-record.v1
2607.20833 v2

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T09:18:48.262844Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

verified exact0
verified fuzzy0
unresolved50
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2ee9a08e-ea9c-4816-9006-7b4a388051d6 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:43.963405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86ec7ed3-44b9-4504-8c24-c2c101c64307 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:44.031174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6385e53-6463-4e30-8991-07cfdf0dbb6d · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:44.112555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2854e2c-9838-4b30-9456-99cb5d0b4493 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:44.179591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cfefe78-7a74-4d47-857f-b34f5c388e85 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:44.304972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de82c146-c913-482a-ac9b-65992fe95566 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:44.386396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd97f5ec-d6d2-41f0-886b-7aa5cc2e135b · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:44.493055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ed4051b-8254-4729-b5ac-cf72df350c68 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:44.721416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ebd1468-eccf-48b4-8c51-18fe66c62290 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:44.806590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb163bfb-9608-4cfc-8285-0b78ff730556 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:44.870058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1a8f960-6f0d-450d-a697-8f09ffc7c816 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:45.033423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5bd640c-92b1-4d39-abad-d3deed70306a · outbound

This paper cites Transformer Feed-Forward Layers Are Key-Value Memories.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Transformer Feed-Forward Layers Are Key-Value Memories

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:45.073439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb11ba20-a689-4157-a2b6-be0a7ebbfd4a · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:45.164040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08248a2a-fbc6-42f8-a084-234a6d1a19ed · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:45.261101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a29d77b5-78f2-44d3-aa66-529b6e1a81f7 · outbound

This paper cites RULER: What's the Real Context Size of Your Long-Context Language Models?.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning RULER: What's the Real Context Size of Your Long-Context Language Models?

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:45.349037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e92a02b-a221-495f-a561-6eb75f31fc55 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:45.423600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce325873-6210-4d29-8c8a-19d016115111 · outbound

This paper cites GPT-4o System Card.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning GPT-4o System Card

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:45.500364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61433935-7178-4ea5-b807-241bc2fe729c · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:45.585482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51a8fa0f-c3b6-41b1-ba0a-8365dbcadaa9 · outbound

This paper cites Measuring Faithfulness in Chain-of-Thought Reasoning.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Measuring Faithfulness in Chain-of-Thought Reasoning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:45.640426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 346db9d9-1cde-47e8-a3e7-b3b86b69cac2 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:45.745347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2f96977-a647-4e80-be63-c3fe7ac0abd7 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:45.881068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b86f8195-8aab-40a4-92c9-7d2d279b0018 · outbound

This paper cites Teaching language models to support answers with verified quotes.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Teaching language models to support answers with verified quotes

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:45.966349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08ee5ac7-b81b-4d7a-8381-fdbe736d9225 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:46.045361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2ce9ba4-6f6a-4d17-9e05-a09697d9ed41 · outbound

This paper cites Question Decomposition Improves the Faithfulness of Model-Generated Reasoning.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Question Decomposition Improves the Faithfulness of Model-Generated Reasoning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:46.104515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70e833c6-5b82-4d3c-be59-c1631e34bb1a · outbound

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

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:46.216704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af5ad8ad-83ee-4294-8f2c-c02ee9dc47f4 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:46.336541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 878c8177-e490-4ed3-843b-bebf4b964713 · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:46.439206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 016025ef-c311-42fe-8d96-c51a3300e988 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 28

Resolution: malformed identifier; no resolver link, observed 2026-08-01T09:18:46.515896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2d26bdc-b6ba-4ce9-a09b-098aaca1cae3 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:46.591703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed144155-1032-4489-b5af-d358ca4d980e · outbound

This paper cites QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:46.780870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 016da07d-9281-4eb8-9fdb-5ab2d1a0dac9 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:46.874400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b8640b1-fb9e-4f2b-9019-d847e376434c · outbound

This paper cites Transactions of the Association for Computational Linguistics10 (2022), 539–554.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Transactions of the Association for Computational Linguistics10 (2022), 539–554

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:46.696082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf5c0e2d-900c-4c11-98b2-c9329e2b94b0 · outbound

This paper cites RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:47.051773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16b4607f-b94b-4e5a-83fd-1c15174be294 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:47.144634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88529cb4-1c2d-4d45-ac7f-95d3cced29db · outbound

This paper cites 2025.Loongrl: Reinforcement learning for advanced reasoning over long contexts.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning 2025.Loongrl: Reinforcement learning for advanced reasoning over long contexts

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:46.962684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cd607a3-a633-4a2d-a655-457d8ff3e830 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:47.380541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bbbd01b-83a4-4445-ac7a-dd1e38afa96c · outbound

This paper cites Qwen3 Technical Report.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Qwen3 Technical Report

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:47.470280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83aae17c-7d2d-4423-b74b-5a92b359a583 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:47.267644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7acd3af-4189-4623-94c4-6f3a4e382953 · outbound

This paper cites 2024.Lv-eval: A balanced long-context benchmark with 5 length levels up to 256k.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning 2024.Lv-eval: A balanced long-context benchmark with 5 length levels up to 256k

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:47.635998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bcdef65-2c09-4a29-8768-02e6fc0660aa · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:47.716899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97fea242-84bf-439d-9ab5-9e94715155ed · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:47.554164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0213b220-757f-4c91-b95e-8ce9db83e120 · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:47.841322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26186b08-923d-4cfc-85af-441d0f3f42fc · outbound

This paper cites an unresolved cited work.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:47.776223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dd312ce-bad1-4736-8853-81c36aeaecfd · outbound

This paper cites 5 = all substantive claims are grounded, relevant, and necessary.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning 5 = all substantive claims are grounded, relevant, and necessary

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:47.973874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c25f5abf-410e-4323-a12d-b993e29cd995 · outbound

This paper cites 5 = every necessary evidence item and hop is present; the answer is fully derivable.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning 5 = every necessary evidence item and hop is present; the answer is fully derivable

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:48.056347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a43fbf23-b660-4062-b699-d0a0879545e2 · outbound

This paper cites 5 = direct, concise, well organized, and free of wasted steps.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning 5 = direct, concise, well organized, and free of wasted steps

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:48.128322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fa3a966-ee33-4b5c-874c-b60134d66940 · outbound

This paper cites Unsupported, fabricated, distorted, or contradictory claims are direct hallucinations.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Unsupported, fabricated, distorted, or contradictory claims are direct hallucinations

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:48.192444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f840afe0-b0cf-4e04-b308-165d388898a3 · outbound

This paper cites factuality.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning factuality

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:48.262844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70df9fc5-5ada-448a-887f-362e7300caf3 · outbound

This paper cites InProceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning InProceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:44.622507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2374dc0a-c9ac-46ce-b1f8-c0117750e95c · outbound

This paper cites InProceedings of the 61st Annual Meeting of the Association for Computa- tional Linguistics (Volume 1: Long Papers).

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning InProceedings of the 61st Annual Meeting of the Association for Computa- tional Linguistics (Volume 1: Long Papers)

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:44.955453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b59ade8e-37aa-460e-81fe-11e900b020d8 · outbound

This paper cites Knowsley.

REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning Knowsley

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T09:18:47.887131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.