Paper Citation Record · LEDGER

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis

As of 12 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2412.01221.

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

pith.paper-citation-record.v1
2412.01221 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:42:00.387884Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

27 of 27 outbound references displayed

verified exact0
verified fuzzy1
unresolved25
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2152d6d-448b-4da9-b59a-92ea5d441a33 · outbound

This paper cites an unresolved cited work.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:42:00.891377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7c0daec4-a41a-44e9-ba1e-b1df587fecbf · outbound

This paper cites an unresolved cited work.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:42:00.875443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2c5dfc3b-fdbf-46c7-876e-bfb3b3225aa8 · outbound

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

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Language Models (Mostly) Know What They Know

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.258080Z

Source-reported events for the cited work

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Observation 384ac0b2-be77-45bb-950f-b44d0fad461b · outbound

This paper cites an unresolved cited work.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:42:00.858137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e49972e0-13b7-4060-be23-0ce498ec68cf · outbound

This paper cites an unresolved cited work.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:42:00.839318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 16af6bc0-1a86-48d6-ace4-f230dcc24cbd · outbound

This paper cites Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.273616Z

Source-reported events for the cited work

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Observation 2b5aa8f4-57cc-463f-90ed-6099f4daa59c · outbound

This paper cites Just rephrase it! Uncertainty estimation in closed-source language models via multiple rephrased queries.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Just rephrase it! Uncertainty estimation in closed-source language models via multiple rephrased queries

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.279342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8baf70f1-f78d-40a4-a7c6-760932c1d084 · outbound

This paper cites Large Language Model Confidence Estimation via Black-Box Access.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Large Language Model Confidence Estimation via Black-Box Access

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.284462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 961d89f5-0a36-4537-addf-11956f731cd6 · outbound

This paper cites Tect onophysics 526, 207– 216 (2012).

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Tect onophysics 526, 207– 216 (2012)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:42:00.822766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c7179a38-dddd-42d1-914c-78bbd8ef0280 · outbound

This paper cites an unresolved cited work.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:42:00.805578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7d7dc888-6e64-4716-958a-bbb053aac686 · outbound

This paper cites Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.299043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce177425-4749-4374-8ba2-733dffc1368e · outbound

This paper cites Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.304120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43e89832-fd82-4e89-aeba-0168d48dc018 · outbound

This paper cites Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.311051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2622712f-2b98-4fdc-86e8-dd23b0caa542 · outbound

This paper cites Approximating Human-Like Few-shot Learning with GPT-based Compression.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Approximating Human-Like Few-shot Learning with GPT-based Compression

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.316430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 588034b2-b38c-4698-a44b-c5c678baa953 · outbound

This paper cites Distinguishing the Knowable from the Unknowable with Language Models.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Distinguishing the Knowable from the Unknowable with Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.327652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58f22fc2-86fc-42d9-872c-7a0b5ddd0f7c · outbound

This paper cites Cycles of Thought: Measuring LLM Confidence through Stable Explanations.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Cycles of Thought: Measuring LLM Confidence through Stable Explanations

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.333560Z

Source-reported events for the cited work

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Observation 4e9e391b-3680-413b-9125-2decd00ba2dc · outbound

This paper cites an unresolved cited work.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:42:00.789075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 13792e9b-7ff1-48bd-8fda-5494bbdf0526 · outbound

This paper cites Are Large Language Models More Honest in Their Probabilistic or Verbalized Confidence?.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Are Large Language Models More Honest in Their Probabilistic or Verbalized Confidence?

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.343211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd5ea75e-7b71-4424-8d5c-bdc180a5e7f3 · outbound

This paper cites Reconfidencing LLMs from the Grouping Loss Perspective.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Reconfidencing LLMs from the Grouping Loss Perspective

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.348084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 783525d5-ec03-4939-8e64-3d6093d25547 · outbound

This paper cites INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.353381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ba53f10-a9c4-4774-84c6-9784b588dc61 · outbound

This paper cites MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.358298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7f36ecf-6b27-4b89-bc26-ede747f6df64 · outbound

This paper cites ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.363042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69de59dc-4ea0-4895-86e9-b3328902f482 · outbound

This paper cites Uncertainty Estimation and Quantification for LLMs: A Simple Supervised Approach.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Uncertainty Estimation and Quantification for LLMs: A Simple Supervised Approach

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.368670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4ebd84a-f299-415c-88bc-92f87a05cb43 · outbound

This paper cites To Believe or Not to Believe Your LLM.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis To Believe or Not to Believe Your LLM

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.373584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67e30239-fe75-4f43-8ef6-4157fb396cab · outbound

This paper cites an unresolved cited work.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:42:00.772403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 967be637-8b3b-406e-9bc6-4ade3c59988c · outbound

This paper cites GPT-4 Technical Report.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis GPT-4 Technical Report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T04:42:00.383301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9ddc602-dc9c-4752-8dbf-3b4f125a5b26 · outbound

This paper cites Quantum Data Compression and Quantum Cross Entropy.

Assessing GPT Model Uncertainty in Mathematical OCR Tasks via Entropy Analysis Quantum Data Compression and Quantum Cross Entropy

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T04:42:00.437961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.