Paper Citation Record · LEDGER

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness

As of 10 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2607.18820.

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

pith.paper-citation-record.v1
2607.18820 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T14:17:29.184701Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

39 of 39 outbound references displayed

verified exact0
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 62aff6f9-b335-48b5-bec6-9dba8347333d · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Advances in Neural Information Processing Systems , volume=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:24.955377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a861444b-6d17-4a3a-b3ba-3e320e2070c6 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Advances in Neural Information Processing Systems , volume=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:25.020830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a7afd7d-8032-4676-a880-dcd4f5472620 · outbound

This paper cites Faithfulness tests for natural language explanations.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Faithfulness tests for natural language explanations

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:25.160824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60ed3bdc-6acf-49d3-a0e0-092c5f1ceeba · outbound

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

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Measuring Faithfulness in Chain-of-Thought Reasoning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:25.244567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9534cf5c-d5aa-49ba-a6b2-158b57da9498 · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:25.346383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23142aec-fbfa-4e51-bb9d-5d2d5d235969 · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:25.407815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fa1b62d-2c8b-4cc4-95b3-67f314ac9844 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Advances in Neural Information Processing Systems , volume=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:25.470481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdb5b1a3-94a9-491f-8bf3-b25b938dc7b2 · outbound

This paper cites Findings of the Association for Computational Linguistics: NAACL 2024 , pages=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Findings of the Association for Computational Linguistics: NAACL 2024 , pages=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:25.562532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86cf2489-46e0-42fc-b36e-2dc79ee5d765 · outbound

This paper cites Chain-of-probe: Examining the necessity and accuracy of.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Chain-of-probe: Examining the necessity and accuracy of

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:25.661086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6024da4-7941-4880-88ee-84a1867cf2d5 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:25.719246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd2f1994-a204-4316-9ee9-b850873c0f6e · outbound

This paper cites Le and Ed H.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Le and Ed H

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:25.798403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f230b6b-c37e-4dcc-b5b0-973aa22d8fdc · outbound

This paper cites Drift: Enhancing.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Drift: Enhancing

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:25.912666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1130e2a9-9e9a-4f06-9bda-e5b50edfa25f · outbound

This paper cites The power of scale for parameter-efficient prompt tuning.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness The power of scale for parameter-efficient prompt tuning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:25.972726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a27f3d5-a388-4a3b-bff1-64f1d841042a · outbound

This paper cites Think you have solved question answering?.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Think you have solved question answering?

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:26.031975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90a6baf5-4298-473c-936b-38a4f417d431 · outbound

This paper cites Did aristotle use a laptop?.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Did aristotle use a laptop?

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:26.098370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4fced82-e185-4c30-9d78-953389b634d4 · outbound

This paper cites Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:26.165756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4ba5be4-192c-48f3-8eda-9fa44ef0b7ba · outbound

This paper cites 2024 , note =.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness 2024 , note =

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:26.234584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f07333c-392b-4993-b31c-7073690200a7 · outbound

This paper cites DeepSeek-V3 Technical Report.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness DeepSeek-V3 Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:26.281635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85bfa151-246a-4f7a-b610-5d97f164b432 · outbound

This paper cites the Twelfth International Conference on Learning Representations , year=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness the Twelfth International Conference on Learning Representations , year=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:26.376362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d11ae0c9-262d-4ece-8dc1-1cd9e4564503 · outbound

This paper cites Rewarding progress: Scaling automated process verifiers for.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Rewarding progress: Scaling automated process verifiers for

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:26.485994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c30e9c5-4bc3-4cb9-906d-84b86ea7d2ac · outbound

This paper cites an unresolved cited work.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:26.676954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ea44804-6acc-45fd-a20e-ca43b6a41091 · outbound

This paper cites International Conference on Machine Learning , pages=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness International Conference on Machine Learning , pages=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:26.808377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 154e22f0-1adb-4f9f-972c-804144b68640 · outbound

This paper cites Towards faithfully interpretable NLP systems: How should we define and evaluate faithfulness?.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Towards faithfully interpretable NLP systems: How should we define and evaluate faithfulness?

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:26.939462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b6512a5-d352-4da0-94d9-f562567e8bb1 · outbound

This paper cites Preprint, alphaXiv , pages=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Preprint, alphaXiv , pages=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:27.053453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aef57eb9-75de-4a45-b17f-4a8722b5b762 · outbound

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

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Question Decomposition Improves the Faithfulness of Model-Generated Reasoning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:27.211436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89b422ae-8434-411b-b028-a2a8ed64a51c · outbound

This paper cites 2026 , url=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness 2026 , url=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:27.332166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02031709-db34-43fc-a0f6-b4c754478249 · outbound

This paper cites On the Hardness of Faithful Chain-of-Thought Reasoning in Large Language Models.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness On the Hardness of Faithful Chain-of-Thought Reasoning in Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:27.493514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5844387-4399-47b1-8606-843fe7ab7d81 · outbound

This paper cites The 5th Workshop on Mathematical Reasoning and AI at NeurIPS 2025 , year=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness The 5th Workshop on Mathematical Reasoning and AI at NeurIPS 2025 , year=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:27.633746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a36108c-d819-40a0-adde-a8d0ba333f88 · outbound

This paper cites How likely do.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness How likely do

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:27.771623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b40ba49-fca5-423e-8f38-bcfdd177cd12 · outbound

This paper cites Causal Learning: Psychology, Philosophy, and Computation , volume=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Causal Learning: Psychology, Philosophy, and Computation , volume=

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:27.928439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deda893b-e489-4ac5-ad33-22b752516ce5 · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2024 , pages=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Findings of the Association for Computational Linguistics: EMNLP 2024 , pages=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:28.096037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dd38b2b-c2c1-46e4-b926-e2853c337f4d · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:28.225251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ee9aab9-4ce7-46d8-8555-73ae076f72c8 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Advances in Neural Information Processing Systems , volume=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:28.383714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbb3b677-f4f0-4e6e-809d-a49f0b29ac80 · outbound

This paper cites Qwen3 Technical Report.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Qwen3 Technical Report

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:28.522447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b506eb05-9ea3-49b6-b732-d5cac8849eda · outbound

This paper cites an unresolved cited work.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:28.673578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57d5f79e-b758-4155-ae9c-917c126c9250 · outbound

This paper cites an unresolved cited work.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:28.817314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02d6b900-925c-46ec-951b-b54ec94dff3b · outbound

This paper cites Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing , pages=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:28.954257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51636de1-23ce-4b38-97cc-2bdc4422e353 · outbound

This paper cites Quality Progress , volume=.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness Quality Progress , volume=

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:29.074719Z

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Unavailable: canonical work link unavailable.

Observation 993e690f-35b2-44d2-99c2-df7fd3a0e6ff · outbound

This paper cites 2026 , howpublished =.

CASE: Causal Alignment and Structural Enforcement for Improving Chain-of-Thought Faithfulness 2026 , howpublished =

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T14:17:29.184701Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.