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Paper Citation Record · LEDGER

Language Agents Meet Causality -- Bridging LLMs and Causal World Models

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2410.19923.

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

pith.paper-citation-record.v1
2410.19923 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:04:43.321014Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T13:04:43.476288Z

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 e745c994-f93f-4293-a360-f03473668ef3 · 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 Language Agents Meet Causality -- Bridging LLMs and Causal World Models

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-05T13:04:43.480246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T13:04:43.321014Z digest=sha256:8690636d577b33b1ce95a6b5107590fbe77657aa1211c6184c935aea2e776995

Observation 801652c3-4b95-4f99-af9e-82fe7789eab4 · inbound

VisualPatchWorld: Code World Models as Latent Structured Representations for Planning cites this paper.

VisualPatchWorld: Code World Models as Latent Structured Representations for Planning Language Agents Meet Causality -- Bridging LLMs and Causal World Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-01T03:05:32.180634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:05:32.180634Z digest=sha256:6a452343cd8b23d78ad084488f1005f7776a74505895025a08c31ad06b320c07

Observation e940476c-546a-42c8-b33a-ac07b5b981d2 · inbound

A Taxonomy of Cognitive Capability Gaps in Generative and Agentic AI cites this paper.

A Taxonomy of Cognitive Capability Gaps in Generative and Agentic AI Language Agents Meet Causality -- Bridging LLMs and Causal World Models

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-04T04:53:00.728139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:53:00.728139Z digest=sha256:392f08af70567c35a26d29c0bf56bc9214cfca0991311a54b1029ffde28d4d11