Paper Citation Record · LEDGER

ALCM: Autonomous LLM-Augmented Causal Discovery Framework

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2405.01744.

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

pith.paper-citation-record.v1
2405.01744 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:45:44.011640Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 378d0d01-3b26-4841-bf49-adda35d18bbf · inbound

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

Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions ALCM: Autonomous LLM-Augmented Causal Discovery Framework

Reference 134

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:44.011640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcac46a4-458d-427b-980f-97dd6b14df51 · inbound

Causal-Invariant Cross-Domain Out-of-Distribution Recommendation cites this paper.

Causal-Invariant Cross-Domain Out-of-Distribution Recommendation ALCM: Autonomous LLM-Augmented Causal Discovery Framework

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T15:04:29.145107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7409cc0-da17-4ea2-82fa-1ece4e81a0a7 · inbound

LLM Cannot Discover Causality, and Should Be Restricted to Non-Decisional Support in Causal Discovery cites this paper.

LLM Cannot Discover Causality, and Should Be Restricted to Non-Decisional Support in Causal Discovery ALCM: Autonomous LLM-Augmented Causal Discovery Framework

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:01:56.396332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdd32b16-48e1-49a5-bd21-46f244e0272b · inbound

Eliciting associations between clinical variables from LLMs via comparison questions across populations cites this paper.

Eliciting associations between clinical variables from LLMs via comparison questions across populations ALCM: Autonomous LLM-Augmented Causal Discovery Framework

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-08T21:34:13.477130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3e444cd4-be68-45a1-958a-3bf882fbe4cb · inbound

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

Automated Synthesis and Adversarial Validation of Executable Causal Research Pipelines ALCM: Autonomous LLM-Augmented Causal Discovery Framework

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T08:16:48.643295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beb9603b-cf9b-44ad-9999-b24d72ec1edb · inbound

GoT-CD: Graph-of-Thoughts Causal Discovery and the Fragility of Post-hoc Path-Specific Fairness Audits cites this paper.

GoT-CD: Graph-of-Thoughts Causal Discovery and the Fragility of Post-hoc Path-Specific Fairness Audits ALCM: Autonomous LLM-Augmented Causal Discovery Framework

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T15:01:35.809886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.