Paper Citation Record · LEDGER

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation

As of 22 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 1 inbound Pith citation observation for arXiv:2602.14469.

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

pith.paper-citation-record.v1
2602.14469 v4

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T23:17:17.384177Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T14:03:01.974171Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-13T18:15:01.652422Z

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier2
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 02831da6-e1f4-41b5-a5fb-6cdc5f53d9b3 · outbound

This paper cites an unresolved cited work.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:15.203528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 540abf6f-8a51-4fcb-9ca1-374affd90446 · outbound

This paper cites These scores are used for quality reference during the aggregation step.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation These scores are used for quality reference during the aggregation step

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:15.287395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c62af46c-d365-482e-a361-39571446b78d · outbound

This paper cites From Evidence to Trajectory: Abductive Reasoning Path Synthesis for Retrieval-Augmented Generation Agents Development.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation From Evidence to Trajectory: Abductive Reasoning Path Synthesis for Retrieval-Augmented Generation Agents Development

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-08-02T23:18:29.355150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f234d02e-e7ae-4f65-bfd6-60b0b0984bdd · outbound

This paper cites calculate the ratio.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation calculate the ratio

Reference 4

Resolution: malformed identifier; no resolver link, observed 2026-08-02T23:17:15.608105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 079b3984-c21b-4da9-bd91-10fae26ef32d · outbound

This paper cites EQ-Bench: An Emotional Intelligence Benchmark for Large Language Models.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation EQ-Bench: An Emotional Intelligence Benchmark for Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:14.698261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deca83d3-cbb2-4ef3-bfaa-a535c173adc3 · outbound

This paper cites Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:14.902136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1293926f-a58e-46e1-8926-b63766808cc6 · outbound

This paper cites Searching Meta Reasoning Skeleton to Guide LLM Reasoning.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Searching Meta Reasoning Skeleton to Guide LLM Reasoning

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-08-02T23:18:28.882108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cf310eb1-b017-4d8e-b711-77a625b24c17 · outbound

This paper cites Do not include any titles, preambles, or explanatory text.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Do not include any titles, preambles, or explanatory text

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:16.915227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5505e76d-d258-4bcd-8ee0-a6dfb74b9ead · outbound

This paper cites an unresolved cited work.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:17.029457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec0236ed-40c4-41b7-8ee5-3f985848d928 · outbound

This paper cites an unresolved cited work.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:15.459566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0313a0b-5ebf-4334-a7b1-041d3b481b34 · outbound

This paper cites an unresolved cited work.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:17.316896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca1f459d-51f8-42f4-9375-80f979b3369e · outbound

This paper cites calculate the ratio.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation calculate the ratio

Reference 12

Resolution: malformed identifier; no resolver link, observed 2026-08-02T23:17:15.726211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c73f773a-d65c-4bbf-b3ed-86cef5fef225 · outbound

This paper cites an unresolved cited work.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:15.859374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27c49f9f-eeed-498a-9ad5-b34a7a4693c9 · outbound

This paper cites an unresolved cited work.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:15.970568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e2baec0-b7c2-4f28-a28c-6ad2e13b0cac · outbound

This paper cites an unresolved cited work.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:16.095826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a2513fc-de72-4d9e-9dd9-132857df0318 · outbound

This paper cites an unresolved cited work.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:16.269439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 302902a9-f2f8-4e48-b9fc-936ce11e2772 · outbound

This paper cites an unresolved cited work.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:16.375544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ea75e52-6dc2-43af-8723-7b9db349a11c · outbound

This paper cites an unresolved cited work.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:16.514540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 600f3670-e420-4092-8674-6c927b392844 · outbound

This paper cites an unresolved cited work.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:16.569695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fa630aa-12d5-4e7e-b1d9-a5616ec11413 · outbound

This paper cites [STEP TAG] <Concise skeleton subheading> where n is the sequential step number starting from 1.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation [STEP TAG] <Concise skeleton subheading> where n is the sequential step number starting from 1

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:16.652944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 385fd9f3-0049-4202-ac2b-77fe38c2cc75 · outbound

This paper cites an unresolved cited work.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:16.742246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5f658cc-79f6-418d-9837-b15cfc043ee4 · outbound

This paper cites Donotremove major reasoning steps that exist in the INPUT.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Donotremove major reasoning steps that exist in the INPUT

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:17.181059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2a7149a-3220-4f01-b743-b88409dd8f6c · outbound

This paper cites Output in language: {lang}.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Output in language: {lang}

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:17.384177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af13af88-e400-4441-8d28-f593e1cfbf77 · outbound

This paper cites EQ-Bench: An Emotional Intelligence Benchmark for Large Language Models.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation EQ-Bench: An Emotional Intelligence Benchmark for Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:14.476375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 420c0c12-68bc-48e6-b90a-599b31d4ad00 · outbound

This paper cites Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:13.981535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8528d30c-99f3-40bb-b416-e3d3f98a9438 · outbound

This paper cites Chiang, W., Zheng, L., Sheng, Y ., Angelopoulos, A.

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation Chiang, W., Zheng, L., Sheng, Y ., Angelopoulos, A

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T23:17:14.175980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 220b3ad8-1ee4-4fe3-a410-cd6ebda8b588 · inbound

The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook cites this paper.

The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation

Reference 159

Resolution: malformed identifier; local_arxiv, observed 2026-07-13T14:09:39.233362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.