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Paper Citation Record · LEDGER

Causality for Large Language Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2410.15319.

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

pith.paper-citation-record.v1
2410.15319 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:54:50.612831Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T17:33:45.280054Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9eeffaf6-f0b4-4654-b2ca-5bdfd5404e88 · inbound

Beyond Correlation: Towards Causal Large Language Model Agents in Biomedicine cites this paper.

Beyond Correlation: Towards Causal Large Language Model Agents in Biomedicine Causality for Large Language Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T14:54:50.612831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:54:50.612831Z digest=sha256:ff2bddd51b03726633a89569fa792a071dcbb637840ea7f6e039b29681feaf4d

Observation c1daafcf-610a-431c-8c48-9bbcf7d68ee1 · inbound

On using AI for EEG-based BCI applications: problems, current challenges and future trends cites this paper.

On using AI for EEG-based BCI applications: problems, current challenges and future trends Causality for Large Language Models

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-06T23:48:11.297582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:48:11.297582Z digest=sha256:32df59ca152b12c6990b860a059f76e80ae86f91b88781603d60085d2630d597

Observation dc434d29-8fb6-4776-b033-43e8cb8b5750 · inbound

Unveiling Causal Reasoning in Large Language Models: Reality or Mirage? cites this paper.

Unveiling Causal Reasoning in Large Language Models: Reality or Mirage? Causality for Large Language Models

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-06T22:36:25.100645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:36:25.100645Z digest=sha256:3d139f634a129ba7a8371d12f905dd81c5ef201d9efe370c36017364530884c9

Observation 51e65605-af72-4a97-94da-8eadd4c0a9a3 · inbound

CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models cites this paper.

CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models Causality for Large Language Models

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-05T12:32:14.071834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T12:32:14.071834Z digest=sha256:3c7d5b26b974683eb764a8d52d84a99ae2249fec14a8944b131c73fb86e03b67

Observation 936772ce-797d-43e7-9d22-49688d14a869 · inbound

Mathematical Reasoning via Intervention-Based Time-Series Causal Discovery Using LLMs as Concept Mastery Simulators cites this paper.

Mathematical Reasoning via Intervention-Based Time-Series Causal Discovery Using LLMs as Concept Mastery Simulators Causality for Large Language Models

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:55:57.619204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-11T02:05:48.483640Z digest=sha256:489d8b650153461b9e9635d5354e19ed82169d8f1c11ab31eb07884c74fa0611

Observation cdedf459-0bb3-4774-b24e-8820819bb728 · inbound

Multimodal LLMs under Pairwise Modalities cites this paper.

Multimodal LLMs under Pairwise Modalities Causality for Large Language Models

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-05-21T05:39:40.654956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-21T05:37:56.792564Z digest=sha256:d97d717df1ba5039513f71a88b13b622165518c53ed7fe2cd57493230612e074

Observation b6e3aeb0-a3c5-4822-a84a-aa3ac59150dd · inbound

Why LLMs Fail at Causal Discovery and How Interventional Agents Escape cites this paper.

Why LLMs Fail at Causal Discovery and How Interventional Agents Escape Causality for Large Language Models

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-06-29T17:33:45.281879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-29T17:28:33.394661Z digest=sha256:b444b22336011acb29ff59b1f1ad346671d99429e4bdc570b240f4f8bd54bed5

Observation cf506f7a-38bd-44c2-a1fa-d9252f60da62 · inbound

Causal-Audit: Explicit and Auditable Graph-based Reasoning via Target-Aware Causal Chain Construction cites this paper.

Causal-Audit: Explicit and Auditable Graph-based Reasoning via Target-Aware Causal Chain Construction Causality for Large Language Models

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-02T15:46:34.288595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T15:46:34.288595Z digest=sha256:ef8244a9bf2fc98be6cc06b3528364052f5918497db16a112fa1b3286fa95877