Paper Citation Record · LEDGER

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis

As of 18 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2505.00746.

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

pith.paper-citation-record.v1
2505.00746 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:06:42.202042Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

31 of 31 outbound references displayed

verified exact2
verified fuzzy22
unresolved7
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 860c493b-3cc2-49dd-8e03-47a1be8592ae · outbound

This paper cites Cover and Joy A.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Cover and Joy A

Reference 1

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Observation b600cc31-aaea-44ea-9208-e9639a5899a5 · outbound

This paper cites Allebach, and Qiang Qiu.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Allebach, and Qiang Qiu

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:06:42.883514Z

Source-reported events for the cited work

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Observation 0927da5e-f0dd-4fe9-8135-43c7c93ee9bd · outbound

This paper cites From uncertainty to trust: Enhancing reliability in v ision- language models with uncertainty-guided dropout decoding.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis From uncertainty to trust: Enhancing reliability in v ision- language models with uncertainty-guided dropout decoding

Reference 3

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Observation a95594fb-8f65-497b-9b41-91a6ddd35d1f · outbound

This paper cites Gpt-4o system card, 2024.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Gpt-4o system card, 2024

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:06:42.866105Z

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Observation 10fc416a-6720-4378-b09c-b64b23952db4 · outbound

This paper cites Notes on Applicability of GPT-4 to Document Understanding.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Notes on Applicability of GPT-4 to Document Understanding

Reference 5

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Observation 6cee8bdc-3212-4fea-b2ea-dccdf05f3027 · outbound

This paper cites Unambiguous recognition shoul d not rely solely on natural language training.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Unambiguous recognition shoul d not rely solely on natural language training

Reference 6

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Source-reported events for the cited work

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Observation eeef2e0b-55b1-431b-a01b-0d8f594b1956 · outbound

This paper cites Reco gnition and language fusion network for handwritten mathematical expr ession recogni- tion.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Reco gnition and language fusion network for handwritten mathematical expr ession recogni- tion

Reference 7

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Observation 87d8b07c-13ce-4c46-94c4-26230c946606 · outbound

This paper cites Early evidence of how LLMs outperform traditional systems on OCR/HTR tasks for historical records.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Early evidence of how LLMs outperform traditional systems on OCR/HTR tasks for historical records

Reference 8

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Observation 336f96b2-965c-4798-8847-02f42fe8341c · outbound

This paper cites Mathspeech: Leveraging smal l lms for accurate conversion in mathematical speech-to-formula.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Mathspeech: Leveraging smal l lms for accurate conversion in mathematical speech-to-formula

Reference 9

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Source-reported events for the cited work

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Observation 34e5c1ff-4315-4afb-b0f4-cfde38f33f62 · outbound

This paper cites Can llms express their uncertainty? an empirica l evaluation of conﬁdence elicitation in llms.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Can llms express their uncertainty? an empirica l evaluation of conﬁdence elicitation in llms

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:06:42.816926Z

Source-reported events for the cited work

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Observation 3d785738-831a-442f-a235-2e806a844aa4 · outbound

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

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Just rephrase it! Uncertainty estimation in closed-source language models via multiple rephrased queries

Reference 11

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Source-reported events for the cited work

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Observation ac83c0ca-6751-46c4-b295-3936c6e9461c · outbound

This paper cites Bayesian prompt ensembles: Model uncertainty estimation f or black-box large language models.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Bayesian prompt ensembles: Model uncertainty estimation f or black-box large language models

Reference 12

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Observation 48849560-638f-48db-bf73-320daeb96355 · outbound

This paper cites Can large language models faith- fully express their intrinsic uncertainty in words? In Proceedings of EMNLP 2024, 2024.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Can large language models faith- fully express their intrinsic uncertainty in words? In Proceedings of EMNLP 2024, 2024

Reference 13

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Observation 2705bcf0-2f19-4ce1-b026-ea8d06ddb932 · outbound

This paper cites UBench: Benchmarking Uncertainty in Large Language Models with Multiple Choice Questions.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis UBench: Benchmarking Uncertainty in Large Language Models with Multiple Choice Questions

Reference 14

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Source-reported events for the cited work

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Observation 059945b3-60f6-4532-a375-3690d1117d23 · outbound

This paper cites Energy-based open-world uncertainty modeling fo r conﬁdence calibration.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Energy-based open-world uncertainty modeling fo r conﬁdence calibration

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:06:42.769395Z

Source-reported events for the cited work

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Observation ef795df5-42fc-4caf-b3dd-d7aed5741d1d · outbound

This paper cites Probabilistic embeddings fo r cross-modal retrieval.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Probabilistic embeddings fo r cross-modal retrieval

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f96fc46a-737d-4fa6-bbdb-427086ae5e0a · outbound

This paper cites Improved probabilistic image–text rep resentations.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Improved probabilistic image–text rep resentations

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:06:42.736359Z

Source-reported events for the cited work

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Observation ef7f835f-ebdf-4cbb-8f13-b58358a83e6f · outbound

This paper cites Bayescap: Bayesian identity cap for calibrated uncertainty in frozen neural networks.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Bayescap: Bayesian identity cap for calibrated uncertainty in frozen neural networks

Reference 18

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Observation 5fe46889-f779-4220-8202-adcba36b76f9 · outbound

This paper cites ProbVLM: Probabilistic adapter for frozen vi sion-language models.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis ProbVLM: Probabilistic adapter for frozen vi sion-language models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:06:42.700911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 900423e3-e617-4c7d-b854-153f50375369 · outbound

This paper cites Uncertainty-aware image captioning.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Uncertainty-aware image captioning

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:06:42.683658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9bf9d960-defd-47e0-b2c9-3f5da30aac1e · outbound

This paper cites Map: Mul timodal uncertainty-aware vision-language pre-training model.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Map: Mul timodal uncertainty-aware vision-language pre-training model

Reference 21

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fb469eb8-7889-4534-8bb6-1deddcd40660 · outbound

This paper cites Prototype-based aleatoric uncertainty quantiﬁcation for cross-modal re- trieval.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Prototype-based aleatoric uncertainty quantiﬁcation for cross-modal re- trieval

Reference 22

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Observation 1ebb8b24-08f9-447d-b0c7-bcfbd69b8a75 · outbound

This paper cites Consistency and uncertainty: Iden tifying unreli- able responses from black-box vision-language models for s elective visual question answering.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Consistency and uncertainty: Iden tifying unreli- able responses from black-box vision-language models for s elective visual question answering

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:06:42.636784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5f605efb-1a35-4f17-981b-5a7b20833357 · outbound

This paper cites ExA CT: Language-guided conceptual reasoning and uncertainty est imation for event-based action recognition and more.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis ExA CT: Language-guided conceptual reasoning and uncertainty est imation for event-based action recognition and more

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:06:42.618995Z

Source-reported events for the cited work

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Observation 7c0649ba-41c6-48af-916c-a8be05fad3eb · outbound

This paper cites Icdar 2019 competition on post-ocr text correction.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Icdar 2019 competition on post-ocr text correction

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:06:42.597041Z

Source-reported events for the cited work

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Observation 15e26d52-6527-411b-aac5-cb87b6aaa749 · outbound

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Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Unresolved cited work

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0cabe969-cc03-497d-aeca-ac3595fcff9e · outbound

This paper cites Enhancing farsi text recognition via ite ratively using a language model.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Enhancing farsi text recognition via ite ratively using a language model

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:06:42.559349Z

Source-reported events for the cited work

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Observation 9bbf553f-509d-44a7-9663-4759541b2021 · outbound

This paper cites Post-OCR Text Correction for Bulgarian Historical Documents.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Post-OCR Text Correction for Bulgarian Historical Documents

Reference 28

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Source-reported events for the cited work

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Observation 7b48f107-3cd0-4826-beed-5309f7035fae · outbound

This paper cites Ocr post-correction with a sequence- to-sequence model: Evaluating bart on historical english text.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Ocr post-correction with a sequence- to-sequence model: Evaluating bart on historical english text

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:06:42.540583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 831ccb01-0fc1-4014-90d3-569994f75fee · outbound

This paper cites Post-correction of historical text tr anscripts with large language models: An exploratory study.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Post-correction of historical text tr anscripts with large language models: An exploratory study

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:06:42.521077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 818f19c4-d3a6-4689-aac4-901a0ecee711 · outbound

This paper cites Scrambled text: training Language Models to correct OCR errors using synthetic data.

Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Scrambled text: training Language Models to correct OCR errors using synthetic data

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-16T05:06:42.251251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.