Paper Citation Record · LEDGER

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture

As of 10 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2511.06701.

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

pith.paper-citation-record.v1
2511.06701 v3

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T23:17:31.745428Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

28 of 28 outbound references displayed

verified exact0
verified fuzzy0
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7686cd6c-4547-4cd4-8040-4c31feedeffc · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:28.535736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d17f9a58-afc8-40a4-b51a-8dd6ce90a8e5 · outbound

This paper cites npj Systems Biology and Applications, 7(1), 29 (2021).

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture npj Systems Biology and Applications, 7(1), 29 (2021)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:28.637363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d68fb055-14cd-4f37-ac82-d1535a1b5896 · outbound

This paper cites Agent Laboratory: Using LLM Agents as Research Assistants.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture Agent Laboratory: Using LLM Agents as Research Assistants

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:28.802971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98384661-ce81-40a6-9d88-df13ada4a639 · outbound

This paper cites arXiv preprint arXiv:2508.14111 (2025).

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture arXiv preprint arXiv:2508.14111 (2025)

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:28.951358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a23ad862-a60a-445c-be34-e4f49ff8445c · outbound

This paper cites Deep Research: A Survey of Autonomous Research Agents.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture Deep Research: A Survey of Autonomous Research Agents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:29.084556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6ae2436-eed8-4674-8cd8-bbe7450b09a3 · outbound

This paper cites arXiv preprint arXiv:2503.24047 (2025).

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture arXiv preprint arXiv:2503.24047 (2025)

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:29.238584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f1cd496-e7d9-4aa3-8739-5109d4c54ad1 · outbound

This paper cites Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:29.379509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05af414c-1175-41a0-87a2-b6a396038e87 · outbound

This paper cites InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:29.508570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34dae2d2-49b2-4f19-96b1-0a5cc251e3f6 · outbound

This paper cites Autonomous Agents for Scientific Discovery: Orchestrating Scientists, Language, Code, and Physics.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture Autonomous Agents for Scientific Discovery: Orchestrating Scientists, Language, Code, and Physics

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:29.629315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f349d0fa-9b28-4a25-9b95-57e11ad2ac44 · outbound

This paper cites an unresolved cited work.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:29.767157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 832dff2d-5cc3-45de-953f-dcf195dc81fc · outbound

This paper cites Nature 646, 716–723 (2025).

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture Nature 646, 716–723 (2025)

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:29.950513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce6da613-57de-4c4a-98ac-e7fc4795a290 · outbound

This paper cites The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:30.044395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24b67389-a4dc-4868-a908-e0281f129dba · outbound

This paper cites arXiv preprint arXiv:2509.23426 (2025).

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture arXiv preprint arXiv:2509.23426 (2025)

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:30.133425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 529c2130-97bd-4226-9f19-35697b5d8694 · outbound

This paper cites Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:30.221490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8bf7377-d384-4500-8f8d-eb5bdb47fb7a · outbound

This paper cites Nuclear Deployed: Analyzing Catastrophic Risks in Decision-making of Autonomous LLM Agents.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture Nuclear Deployed: Analyzing Catastrophic Risks in Decision-making of Autonomous LLM Agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:30.320545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b799730-eb31-4c4f-9cbf-ca9ad6621f95 · outbound

This paper cites SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:30.420308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef064b46-1035-4a7f-986a-691f9968df95 · outbound

This paper cites an unresolved cited work.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:30.517993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09cce5d0-5497-467b-99f9-d0d19562a877 · outbound

This paper cites an unresolved cited work.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:30.674308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd5c716b-8c8e-4b3f-ae67-8bb38919f269 · outbound

This paper cites Advances in Neural Information Processing Systems (NIPS), 30 (2017).

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture Advances in Neural Information Processing Systems (NIPS), 30 (2017)

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:30.812301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fb206b0-ca5c-44aa-8a01-4fd95f73e039 · outbound

This paper cites In: Proceedings of the fifth ACM SIGPLAN international conference on Functional programming (ICFP).

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture In: Proceedings of the fifth ACM SIGPLAN international conference on Functional programming (ICFP)

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:30.939157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42e01ef4-4e6b-490b-a85e-10fe11fb09d1 · outbound

This paper cites an unresolved cited work.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:31.092448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77b6e515-034d-462b-996a-a448807ed6c5 · outbound

This paper cites In: POPL.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture In: POPL

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:31.208816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e4c28a0-669a-4547-95a4-6b55ac424e24 · outbound

This paper cites Applied Categor- ical Structures, 11(1), 69-94 (2003).

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture Applied Categor- ical Structures, 11(1), 69-94 (2003)

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:31.302171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c29e12c-1cfd-44ad-b7ba-2f8e8253c79c · outbound

This paper cites Journal of Functional Program- ming, 19(3-4), 353-405 (2009).

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture Journal of Functional Program- ming, 19(3-4), 353-405 (2009)

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:31.393093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 804424a5-838a-4d04-ae46-ac441e1ba2a8 · outbound

This paper cites In: Functional and Logic Programming, FLOPS 2014.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture In: Functional and Logic Programming, FLOPS 2014

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:31.487481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96cf9eee-8b60-4bb6-88b7-757e94733c69 · outbound

This paper cites In: Functional and Logic Programming, FLOPS 2024.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture In: Functional and Logic Programming, FLOPS 2024

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:31.586553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cb0632c-2a9c-4450-8faa-a02f52d40956 · outbound

This paper cites Journal of Machine Learning Research, 21(1), 3011-3068 (2020).

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture Journal of Machine Learning Research, 21(1), 3011-3068 (2020)

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:31.683428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 603148a2-850c-45fa-88f0-38df3e15560e · outbound

This paper cites In: Proceedings of the on Future of Software Engineering (FOSE).

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture In: Proceedings of the on Future of Software Engineering (FOSE)

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:31.745428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.