Paper Citation Record · LEDGER

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic

As of 7 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2506.08243.

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

pith.paper-citation-record.v1
2506.08243 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:19:05.510042Z

measured 33 of 33 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 2026-08-04T22:38:09.709180Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-04T22:38:09.814493Z

Reference resolution

32 of 32 outbound references displayed

verified exact1
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 934c0010-9ae0-44d0-8a0b-3e0e8ae92a0c · outbound

This paper cites an unresolved cited work.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:19:09.412915Z

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.

Observation 21ec7933-18d2-435b-aaf2-4f7221b50ac0 · outbound

This paper cites Calibration of Pre-trained Transformers.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Calibration of Pre-trained Transformers

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:00.576712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4d1215e-68a7-4ac3-8ccb-d1c41b4872b2 · outbound

This paper cites Active Prompting with Chain-of-Thought for Large Language Models.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Active Prompting with Chain-of-Thought for Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:00.691353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e072aecd-1dd3-416c-ba63-117470215b3e · outbound

This paper cites an unresolved cited work.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:19:09.141437Z

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.

Observation 86077d34-a5a8-4f6a-9db1-7bbf102a99eb · outbound

This paper cites an unresolved cited work.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:19:08.858236Z

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.

Observation 9399ee13-58a8-486e-97c7-2a5659df7ea2 · outbound

This paper cites an unresolved cited work.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:19:08.614255Z

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.

Observation 1b7c9693-a08f-45d6-83eb-bd19955e3f29 · outbound

This paper cites an unresolved cited work.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:19:08.280047Z

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.

Observation 6fce99db-9c49-4b6a-b23b-b9d4e43f9840 · outbound

This paper cites an unresolved cited work.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:19:08.012981Z

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.

Observation bb27e137-41e7-481c-a8c1-3d31891c580b · outbound

This paper cites an unresolved cited work.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:19:07.756275Z

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.

Observation 5d302d50-cec9-4b55-835b-29c463d969c6 · outbound

This paper cites Language Models (Mostly) Know What They Know.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Language Models (Mostly) Know What They Know

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:01.935123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64c5b80c-fffd-4e31-84b2-1ca48dbc81b4 · outbound

This paper cites u chemann, Maria Bannert, Daryna Dementieva, Frank Fischer, Urs Gasser, Georg Groh, Stephan G \.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic u chemann, Maria Bannert, Daryna Dementieva, Frank Fischer, Urs Gasser, Georg Groh, Stephan G \

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:02.143737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66631065-372d-4ed8-ad8d-ee637066f622 · outbound

This paper cites an unresolved cited work.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:19:07.466883Z

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.

Observation f2a575ec-cd03-4bd5-b5f4-ecffdbeec1ae · outbound

This paper cites an unresolved cited work.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:02.543574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 959483e0-6f6d-4bc3-96c3-7316b31dafd0 · outbound

This paper cites GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:02.713546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b094279-d9ac-4b2e-9496-7bcd2133cecf · outbound

This paper cites an unresolved cited work.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:02.841172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ada42e7-8e94-4c9b-b752-cdf13e45ca11 · outbound

This paper cites an unresolved cited work.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:19:07.145685Z

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.

Observation 1f388ad5-997e-4482-8706-98e4435c5d38 · outbound

This paper cites an unresolved cited work.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:19:06.859882Z

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.

Observation a360c43b-a2f8-4f0a-a27a-f9c218938788 · outbound

This paper cites AI-Assisted Generation of Difficult Math Questions.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic AI-Assisted Generation of Difficult Math Questions

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:03.281512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4acd5d2-e6ff-429e-a560-a6d9ea2406ea · outbound

This paper cites an unresolved cited work.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:19:06.526519Z

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.

Observation 5afe9268-548a-410c-9cbd-dfee562c7e9c · outbound

This paper cites Specification-guided temporal logic control for stochastic systems: a multi-layered approach.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Specification-guided temporal logic control for stochastic systems: a multi-layered approach

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:03.629142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 868a4a6b-c993-46d6-b185-f3ccde456635 · outbound

This paper cites Large Language Models for Education: A Survey and Outlook.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Large Language Models for Education: A Survey and Outlook

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:03.831544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f4cfd5a-1142-49d1-89ee-e92da4c64cf9 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:03.974350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d360bcdd-b9ac-4586-a6ba-6fddc8709561 · outbound

This paper cites an unresolved cited work.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:04.124748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f7c6d44-b0b8-4f8f-88b5-2e6bdb021529 · outbound

This paper cites an unresolved cited work.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:04.261611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb2fb84c-f18d-457c-9c44-4b12a0387282 · outbound

This paper cites an unresolved cited work.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:19:06.235818Z

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.

Observation 7c5974ad-f0e9-423e-8360-06266f88d0fe · outbound

This paper cites Evaluating the Performance of Large Language Models on GAOKAO Benchmark.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Evaluating the Performance of Large Language Models on GAOKAO Benchmark

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:04.567584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaec8941-bb07-40a9-8436-79f5baaf9479 · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Automatic Chain of Thought Prompting in Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:04.754624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97506676-4a5f-4ebe-8fd7-ef7a75cae352 · outbound

This paper cites an unresolved cited work.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:04.940733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 857614f7-0eae-4cab-a287-8df09737846d · outbound

This paper cites A Study on Educational Data Analysis and Personalized Feedback Report Generation Based on Tags and ChatGPT.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic A Study on Educational Data Analysis and Personalized Feedback Report Generation Based on Tags and ChatGPT

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:19:05.825307Z

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.

Observation 9c956de4-c15e-4f1b-80bc-de126f292593 · outbound

This paper cites Uncertainty-Guided Chain-of-Thought for Code Generation with LLMs.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic Uncertainty-Guided Chain-of-Thought for Code Generation with LLMs

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:05.253307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eb56ba0-ee0e-46dc-bae0-1fc4c4431522 · outbound

This paper cites URL: " 'urlintro :=.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic URL: " 'urlintro :=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:05.369783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ceb7616-7793-484a-9d48-5d7696e83670 · outbound

This paper cites write newline.

Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic write newline

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T05:19:05.510042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c00f515d-f0fa-4f3f-9ca7-8bfcb4ff5411 · inbound

Systematic Optimization of Open Source Large Language Models for Mathematical Reasoning cites this paper.

Systematic Optimization of Open Source Large Language Models for Mathematical Reasoning Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-04T22:38:09.819013Z

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.