Paper Citation Record · LEDGER

Can large language models build causal graphs?

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2303.05279.

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

pith.paper-citation-record.v1
2303.05279 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:51:25.157847Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:59:45.720470Z

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 ecc8ac9f-7cec-4723-a99f-c0973ee8fd38 · inbound

Efficient Causal Graph Discovery Using Large Language Models cites this paper.

Efficient Causal Graph Discovery Using Large Language Models Can large language models build causal graphs?

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-09T04:25:28.695412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b49e42af-f3ed-4014-8b54-7ce8ae88de8a · inbound

Causal Graph based Event Reasoning using Semantic Relation Experts cites this paper.

Causal Graph based Event Reasoning using Semantic Relation Experts Can large language models build causal graphs?

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T05:51:25.157847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c199e986-39f9-46f3-92bf-224a4a0359e6 · inbound

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

Unveiling Causal Reasoning in Large Language Models: Reality or Mirage? Can large language models build causal graphs?

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T22:36:23.172306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa5aab83-fedf-4e33-acd9-d1274527b4f4 · 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 Can large language models build causal graphs?

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T13:04:43.265774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f3de03c-75a6-4a72-a72b-61cebf96b81a · inbound

Causal Discovery in the Era of Agents cites this paper.

Causal Discovery in the Era of Agents Can large language models build causal graphs?

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:59:45.721943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.