Paper Citation Record · LEDGER

Causal Evaluation of Language Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2405.00622.

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

pith.paper-citation-record.v1
2405.00622 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 2026-08-07T06:34:17.273281+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:16:07.025526Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T01:47:31.725267Z

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 f848f654-b1d2-4686-9a72-809f9addfc36 · inbound

Causal Distillation: Transferring Structured Explanations from Large to Compact Language Models cites this paper.

Causal Distillation: Transferring Structured Explanations from Large to Compact Language Models Causal Evaluation of Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:16:07.025526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aac4593-2a03-425c-8c36-3e93c118d718 · 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 Causal Evaluation of Language Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T12:02:00.919429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a142505-d6c5-444f-802b-eb0cbf7799d6 · inbound

IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data cites this paper.

IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data Causal Evaluation of Language Models

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T11:28:35.012518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fdd67f4-a6bc-4a01-87ad-c4363b734597 · inbound

Mitigating Hidden Confounding by Progressive Confounder Imputation via Large Language Models cites this paper.

Mitigating Hidden Confounding by Progressive Confounder Imputation via Large Language Models Causal Evaluation of Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T22:43:37.874423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6d26c07-ed74-4afe-bae4-58a3ebbb503f · 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 Evaluation of Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T13:04:43.269771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb3db042-fbd8-4452-b1f7-ee5e71528a8e · inbound

EconCausal: A Context-Aware Economic Reasoning Benchmark for Large Language Models cites this paper.

EconCausal: A Context-Aware Economic Reasoning Benchmark for Large Language Models Causal Evaluation of Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T11:02:53.842089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc52d983-8102-4cd2-858c-6aa6a40a9fcf · inbound

Causally Evaluating the Learnability of Formal Language Tasks cites this paper.

Causally Evaluating the Learnability of Formal Language Tasks Causal Evaluation of Language Models

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-07-03T01:47:31.726733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1e6dd97d-c20f-4370-8554-0942e2a34ad7 · 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 Evaluation of Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T04:33:58.209708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.