Paper Citation Record · LEDGER

Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization

As of 10 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 2 inbound Pith citation observations for arXiv:2508.01746.

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

pith.paper-citation-record.v1
2508.01746 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:30:29.480640Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T17:19:38.627340Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T17:20:10.400432Z

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy3
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0791bcff-4fbb-4685-b6c9-d7768f51f4a8 · outbound

This paper cites an unresolved cited work.

Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:30:31.859310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bd16a89e-688a-4390-984f-ce0d0d094cad · outbound

This paper cites an unresolved cited work.

Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:30:31.667802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1ffe54de-f4eb-4104-b330-bb61ff7406cf · outbound

This paper cites an unresolved cited work.

Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:30:31.514192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e976c84b-7278-468a-bad0-5b5c60f292fb · outbound

This paper cites an unresolved cited work.

Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:30:31.356671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cff7cbc9-163f-4693-ba6c-ba4b33ef1b19 · outbound

This paper cites Always provide well-structured, concise, and publication-worthy responses.

Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization Always provide well-structured, concise, and publication-worthy responses

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:30:31.282425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3e7b9e39-4bf4-4854-95ff-5ed4a864e312 · outbound

This paper cites an unresolved cited work.

Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:30:31.044099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5f6ac9dc-34a8-476e-b24c-2cd775ae002e · outbound

This paper cites an unresolved cited work.

Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:30:30.836775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9a5b9e20-653e-47c0-8468-a7760434cc96 · outbound

This paper cites an unresolved cited work.

Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:30:30.559224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3271aeff-13a8-43ca-b907-2926e7249cea · outbound

This paper cites an unresolved cited work.

Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:30:30.443628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 04fbb75e-aa8e-4fab-b1ea-f35ee2e8499f · outbound

This paper cites an unresolved cited work.

Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:30:30.228044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ff017f4a-6e15-4ebc-afbb-1ed6351796a1 · outbound

This paper cites an unresolved cited work.

Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:30:30.153953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 44464bcc-331d-4428-a17c-2ce4cfe229fd · outbound

This paper cites an unresolved cited work.

Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:30:29.969224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 26c52fc6-676e-41ef-ac5b-112349aa97a0 · outbound

This paper cites - 0.5: Medium novelty, partly based on exist- ing knowledge but somewhat extended.

Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization - 0.5: Medium novelty, partly based on exist- ing knowledge but somewhat extended

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:30:29.863950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 476ff651-e42a-49e8-933d-c3c4218caa4e · outbound

This paper cites optimized hypothesis.

Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization optimized hypothesis

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:30:29.699955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d0083503-5139-4d14-87c0-bfd196366137 · outbound

This paper cites SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning.

Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T05:30:28.448547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation fbbdc323-0e9c-46c2-8a32-1345de672f9f · inbound

DeepReviewer 2.0: A Traceable Agentic System for Auditable Scientific Peer Review cites this paper.

DeepReviewer 2.0: A Traceable Agentic System for Auditable Scientific Peer Review Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:20:10.403927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 93b7ff34-db53-46aa-b74f-96f9d7fb5efd · inbound

Hypothesis-Driven Deep Research with Large Language Models: A Structured Methodology for Automated Knowledge Discovery cites this paper.

Hypothesis-Driven Deep Research with Large Language Models: A Structured Methodology for Automated Knowledge Discovery Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:11:23.556943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.