Paper Citation Record · LEDGER

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models

As of 24 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 3 inbound Pith citation observations for arXiv:2504.19622.

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

pith.paper-citation-record.v1
2504.19622 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:52:20.687504Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-25T04:25:26.710488Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T04:26:38.089943Z

Reference resolution

51 of 51 outbound references displayed

verified exact2
verified fuzzy0
unresolved49
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b6bc2ad8-9396-4f6f-b50a-acc4104465e5 · outbound

This paper cites an unresolved cited work.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:52:21.478122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ff16608b-affb-4d15-b9e8-45bfdf6c483f · outbound

This paper cites Bender and Alexander Koller.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Bender and Alexander Koller

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.458544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8ea9709-07a2-400f-ac9f-d3279d41ffc8 · outbound

This paper cites an unresolved cited work.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.463527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc1e2a6f-aa3b-4072-bb3d-427d6a933ef4 · outbound

This paper cites Language Models are Few-Shot Learners.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Language Models are Few-Shot Learners

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.468278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dea4217-edcc-43ec-94fd-7f49cc5f1d2d · outbound

This paper cites e-SNLI: Natural Language Inference with Natural Language Explanations.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models e-SNLI: Natural Language Inference with Natural Language Explanations

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.473381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 546354c4-383b-4baa-9e64-3793f3fd9426 · outbound

This paper cites How Many Demonstrations Do You Need for In-context Learning?.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models How Many Demonstrations Do You Need for In-context Learning?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.481298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf9cca60-9527-4e8d-b4dd-3786723a1e3c · outbound

This paper cites Contrastive Chain-of-Thought Prompting.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Contrastive Chain-of-Thought Prompting

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.487094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 321055ef-6d41-410d-b608-4798f2b752dc · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Training Verifiers to Solve Math Word Problems

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.492071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ad12958-35ab-443e-b12c-08d4163e8f8b · outbound

This paper cites Generic Temporal Reasoning with Differential Analysis and Explanation.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Generic Temporal Reasoning with Differential Analysis and Explanation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.496699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 953bd14d-9fa1-4e10-bf59-1b224ef50331 · outbound

This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.501319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90d39549-59be-449a-b655-67aa8410133a · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Gemini: A Family of Highly Capable Multimodal Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.505883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bc291be-5428-4dc1-860b-889841d00165 · outbound

This paper cites On Calibration of Modern Neural Networks.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models On Calibration of Modern Neural Networks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.511236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5ef760e-6a90-469d-a2fa-756247bb685f · outbound

This paper cites an unresolved cited work.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Unresolved cited work

Reference 13

Resolution: verified exact; raw_fallback, observed 2026-08-16T05:52:21.224546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ab9c4907-cdae-49ef-ab61-ca23e2d5e323 · outbound

This paper cites an unresolved cited work.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:52:21.463048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 79704601-1d18-4748-a062-899cc1c260e5 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Measuring Massive Multitask Language Understanding

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.525109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2349c47-da88-441f-a9e1-339aee5b7efb · outbound

This paper cites an unresolved cited work.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:52:21.448052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ead4ae4a-14ae-4155-8f25-a4e93fb90fac · outbound

This paper cites an unresolved cited work.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:52:21.432981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bf66cb67-84d2-434b-8cea-54ba164a0ccd · outbound

This paper cites A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.538214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00e2cd5b-9823-4f5c-801e-41c43513360e · outbound

This paper cites an unresolved cited work.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.542431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35cc30ae-81ab-4664-a8cb-a751817b212e · outbound

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

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Language Models (Mostly) Know What They Know

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.546828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2d4f93d-4383-4371-8322-4877e806d18f · outbound

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

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.551375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfde8a34-4699-43b2-99a8-a39f7d2252a7 · outbound

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

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Measuring Faithfulness in Chain-of-Thought Reasoning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.556260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98006e99-1d38-4060-8b5b-f426864f1ccf · outbound

This paper cites an unresolved cited work.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.561143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec4976bf-acd3-475b-81f1-3a0d49fb1606 · outbound

This paper cites an unresolved cited work.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.565792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49e47871-ad4c-4f5a-959e-47ad42d767fe · outbound

This paper cites Teaching Models to Express Their Uncertainty in Words.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Teaching Models to Express Their Uncertainty in Words

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.570285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52f12a9f-895f-4550-a702-eaed481d4761 · outbound

This paper cites Mielke, Arthur Szlam, Emily Dinan, and Y-Lan Boureau.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Mielke, Arthur Szlam, Emily Dinan, and Y-Lan Boureau

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.574969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a95420eb-1544-47f3-9fb1-fc4a995ca0f4 · outbound

This paper cites GPT-4 Technical Report.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models GPT-4 Technical Report

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.579363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dc64863-e911-4854-8951-792a15f847aa · outbound

This paper cites Large Language Models Can Be Easily Distracted by Irrelevant Context.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Large Language Models Can Be Easily Distracted by Irrelevant Context

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.583974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a948f7e3-6f59-4263-822a-1885d0fc3051 · outbound

This paper cites Andrew Schwartz, Jo \ a o Sedoc, and Niranjan Balasubramanian.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Andrew Schwartz, Jo \ a o Sedoc, and Niranjan Balasubramanian

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.588678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d334b1e6-8d64-4ef5-9df5-c80be5457545 · outbound

This paper cites Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.593425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a74d3d83-1851-498e-a04c-c71850cdffef · outbound

This paper cites TrustLLM: Trustworthiness in Large Language Models.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models TrustLLM: Trustworthiness in Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.598354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bed454c6-23fa-4a5f-b790-7e572b7b40ca · outbound

This paper cites an unresolved cited work.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:52:21.407685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 64d2fb3a-1996-490e-8463-811f26f6a7b3 · outbound

This paper cites an unresolved cited work.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.606936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2feee1f2-c48a-4b0b-9e56-f91f956acda6 · outbound

This paper cites Fine-tuning Language Models for Factuality.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Fine-tuning Language Models for Factuality

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.611568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e07cd5e4-985b-4cca-9516-7e2afe1c32c8 · outbound

This paper cites Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.615933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06d541f9-0b3a-4d71-8098-90186c1fbbf6 · outbound

This paper cites Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.620320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b254b25e-9e09-4f23-b899-cd1a0c07867a · outbound

This paper cites an unresolved cited work.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Unresolved cited work

Reference 37

Resolution: verified exact; doi, observed 2026-08-16T05:52:20.745101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c9b7f3f1-9ee2-4f7a-8190-72f813afaabc · outbound

This paper cites Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.629456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f400454-e708-44e1-8be0-870e6109e838 · outbound

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

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.633985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4513dc1b-5286-4b30-8789-7c0fe700659a · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Finetuned Language Models Are Zero-Shot Learners

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.638887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e91c80ec-6aa0-4e75-9792-083247797476 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.643433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cec6d42-f935-4c53-acb3-31c75b0b02d1 · outbound

This paper cites Liu, and Matt Gardner.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Liu, and Matt Gardner

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.647642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b660231-fed0-47c7-9bea-5561c1de0c90 · outbound

This paper cites an unresolved cited work.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:52:21.393084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fe3bb723-8096-4089-9c12-28f10147095c · outbound

This paper cites On Hallucination and Predictive Uncertainty in Conditional Language Generation.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models On Hallucination and Predictive Uncertainty in Conditional Language Generation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.656348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 537c2518-1bc6-4111-a6ad-98004f75cb6e · outbound

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

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.660869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4c64fa3-5a88-40b1-aac8-899649659eb6 · outbound

This paper cites Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.665593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d25f469f-0dd8-474c-919a-131f001b4abf · outbound

This paper cites Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.670118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd954a4b-1eda-4f04-9c3a-1af5296727af · outbound

This paper cites SLiC-HF: Sequence Likelihood Calibration with Human Feedback.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models SLiC-HF: Sequence Likelihood Calibration with Human Feedback

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.674454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 550c759c-67c9-4d65-9303-bd845e8913e8 · outbound

This paper cites an unresolved cited work.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.678839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 476957d3-5612-4f95-b5b8-7b0efe156195 · outbound

This paper cites URL: " 'urlintro :=.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models URL: " 'urlintro :=

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.683015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c83efc11-a5e0-4fde-9bc0-e1878858d8ac · outbound

This paper cites write newline.

From Evidence to Belief: A Bayesian Epistemology Approach to Language Models write newline

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:20.687504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 14adf7c4-f710-4c61-bc80-93ac50df9e5a · inbound

Learning from AVA: Early Lessons from a Curated and Trustworthy Generative AI for Policy and Development Research cites this paper.

Learning from AVA: Early Lessons from a Curated and Trustworthy Generative AI for Policy and Development Research From Evidence to Belief: A Bayesian Epistemology Approach to Language Models

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:10:22.847645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5894a10b-70f5-4aee-bad8-cd812544e8f3 · inbound

Belief Engine: Configurable and Inspectable Stance Dynamics in Multi-Agent LLM Deliberation cites this paper.

Belief Engine: Configurable and Inspectable Stance Dynamics in Multi-Agent LLM Deliberation From Evidence to Belief: A Bayesian Epistemology Approach to Language Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:02:38.975466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 28450286-527a-4c51-8064-4131b2cac845 · inbound

When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems cites this paper.

When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems From Evidence to Belief: A Bayesian Epistemology Approach to Language Models

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:26:38.092210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.