Paper Citation Record · LEDGER

Causal-Copilot: An Autonomous Causal Analysis Agent

As of 18 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 5 inbound Pith citation observations for arXiv:2504.13263.

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

pith.paper-citation-record.v1
2504.13263 v2

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:17:28.074921Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:04:43.294831Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T08:16:47.372597Z

Reference resolution

28 of 28 outbound references displayed

verified exact0
verified fuzzy6
unresolved21
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9eb710a8-bc1d-42b7-b21a-318106045a63 · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.578422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c5a9ad7e-e083-4cec-ac29-643b73cf18a5 · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.564128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6975d752-30f6-4c5a-b111-759d8f07104d · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.550468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 03ec0f31-084c-4417-a34b-300780e6807e · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.537072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4abc2de8-3b31-49db-9c76-4e4eb3bdad8b · outbound

This paper cites Never select a lower-rated algorithm over a higher-rated one with matching properties.

Causal-Copilot: An Autonomous Causal Analysis Agent Never select a lower-rated algorithm over a higher-rated one with matching properties

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:17:28.523585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dac86138-c996-4244-ac12-79fa991e6965 · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.130168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f2ed06b8-1973-470d-91f4-23edf214d72b · outbound

This paper cites · · · Appendix C.

Causal-Copilot: An Autonomous Causal Analysis Agent · · · Appendix C

Reference 7

Resolution: malformed identifier; raw_fallback, observed 2026-08-16T12:17:28.115472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 986bdadd-6400-4427-b82f-458a1b90e5dc · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.509604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b21cc02b-965c-4ecc-9a03-92475e6784c5 · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.381261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 361387eb-f610-4ded-ac44-154c1518bbef · outbound

This paper cites Include detailed analysis of why certain algorithms are superior for THIS SPECIFIC dataset while others are unsuitable.

Causal-Copilot: An Autonomous Causal Analysis Agent Include detailed analysis of why certain algorithms are superior for THIS SPECIFIC dataset while others are unsuitable

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:17:28.366321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5149a28e-3e84-42c1-be38-ccc5819dc860 · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.352027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ab745141-6783-4159-be91-20d97044bd8a · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.336368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ecf85a22-b383-459d-b442-8f56bdfb3cc0 · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.322667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4fcc93a7-bf35-45c8-bcb6-9efeefb82bf3 · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.309569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 379971e9-a188-44aa-8e78-f1ca6f464505 · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.296191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9ca2e1fa-e3c0-4d5b-96e7-a79b7b26b5da · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.282574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation eb726cc6-9562-49a8-85b3-12397e70c1b6 · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.267170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f016dc21-b4ab-41a2-80a1-347dbac8a80a · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.253326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b53c529f-f2e6-48af-8f88-8b8833bd2281 · outbound

This paper cites If an algorithm can deliver robust per- formance and superior accuracy without significantly sacrificing efficiency, it should be considered even if simpler alternatives exist.

Causal-Copilot: An Autonomous Causal Analysis Agent If an algorithm can deliver robust per- formance and superior accuracy without significantly sacrificing efficiency, it should be considered even if simpler alternatives exist

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:17:28.238239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 336d83c3-113f-465d-8907-e04346f1d72f · outbound

This paper cites It’s best suited for exploratory causal analysis with adequate sample sizes where causal sufficiency can be reasonably assumed.

Causal-Copilot: An Autonomous Causal Analysis Agent It’s best suited for exploratory causal analysis with adequate sample sizes where causal sufficiency can be reasonably assumed

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:17:28.222953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 72aa1551-9891-423f-abe7-d128a2c69100 · outbound

This paper cites Research by Le et al.

Causal-Copilot: An Autonomous Causal Analysis Agent Research by Le et al

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:17:28.207568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6166203f-cb54-466b-9aa8-257132ef89fa · outbound

This paper cites When violated, produces spurious edges and incorrect orientations.

Causal-Copilot: An Autonomous Causal Analysis Agent When violated, produces spurious edges and incorrect orientations

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:17:28.192966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation df79ceb6-d182-4f5f-8c42-398c2d398c8e · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.175607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 52e9e4d6-2263-4a55-ad82-807f11e641f2 · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.160125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4c50edd5-6e81-4363-9626-be612bf7a774 · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.145232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 42c2e5f1-acf6-4841-8ba2-257f1213ac09 · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 2020

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.593361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 46c58fb4-92c9-4528-b8b5-d6e2965d3a31 · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 2021

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.607794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7e1ca738-f657-427c-9295-49c022e8462d · outbound

This paper cites an unresolved cited work.

Causal-Copilot: An Autonomous Causal Analysis Agent Unresolved cited work

Reference 3425

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:17:28.622317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 5a808f25-72e6-451f-9be6-16a46aef8a15 · inbound

Causal MAS: A Survey of Large Language Model Architectures for Discovery and Effect Estimation cites this paper.

Causal MAS: A Survey of Large Language Model Architectures for Discovery and Effect Estimation Causal-Copilot: An Autonomous Causal Analysis Agent

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T13:04:43.294831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd955e59-4b0c-4924-a680-bef415d7f9dc · inbound

ORCA: An End-to-End Interactive Copilot for Optimized Root Cause Analysis cites this paper.

ORCA: An End-to-End Interactive Copilot for Optimized Root Cause Analysis Causal-Copilot: An Autonomous Causal Analysis Agent

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-06-29T16:43:40.019618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d3d14fbd-60f4-4021-96e8-adfa6de50c2c · inbound

Simulate, Reason, Decide: Scientific Reasoning with LLMs for Simulation-Driven Decision Making cites this paper.

Simulate, Reason, Decide: Scientific Reasoning with LLMs for Simulation-Driven Decision Making Causal-Copilot: An Autonomous Causal Analysis Agent

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-07-02T08:16:47.374260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e2398942-a4bd-4c7a-a955-4e309423d429 · inbound

Automated Synthesis and Adversarial Validation of Executable Causal Research Pipelines cites this paper.

Automated Synthesis and Adversarial Validation of Executable Causal Research Pipelines Causal-Copilot: An Autonomous Causal Analysis Agent

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T08:16:48.950420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a53caf15-85b8-4ea5-90f2-492cd6e1369a · inbound

CausalForge: A Formally Grounded, Self-Improving Agentic Framework for Automated Research in Causal Inference cites this paper.

CausalForge: A Formally Grounded, Self-Improving Agentic Framework for Automated Research in Causal Inference Causal-Copilot: An Autonomous Causal Analysis Agent

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T04:34:00.956347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.