Paper Citation Record · LEDGER

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery

As of 12 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 1 inbound Pith citation observation for arXiv:2507.23488.

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

pith.paper-citation-record.v1
2507.23488 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:46:07.471561Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T17:28:33.394661Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T17:33:45.271342Z

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy5
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9d2a5784-4492-4852-84fe-f433cd322918 · outbound

This paper cites an unresolved cited work.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:46:08.090166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 16f40ee8-45ba-4e27-a97f-a27b8a8683d7 · outbound

This paper cites an unresolved cited work.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:07.357820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12e042ae-1870-4dc1-a640-e0c25793b75a · outbound

This paper cites Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:46:08.030032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1af6ea26-f9fa-42ee-bd9f-4e2b3bb7a9f3 · outbound

This paper cites an unresolved cited work.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:46:08.003032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d93ee065-8dfc-4e6f-a6fe-c44d42971e81 · outbound

This paper cites an unresolved cited work.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:46:07.982933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 60fa1110-e737-4ff0-b33e-13c588186e90 · outbound

This paper cites an unresolved cited work.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:46:07.950132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7c258a60-ad57-406f-a9f8-0a917d4ddc39 · outbound

This paper cites Openai o3-mini: Pushing the frontier of cost-effective reasoning.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery Openai o3-mini: Pushing the frontier of cost-effective reasoning

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:46:07.925465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cc146750-2b1b-4630-9827-7235544f9d16 · outbound

This paper cites an unresolved cited work.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:46:07.899799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7358bc11-64f9-4e4b-bb6e-f919d0895c58 · outbound

This paper cites an unresolved cited work.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:46:07.862411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cb455e3f-4623-476d-a2e8-a2442bcce7e0 · outbound

This paper cites Prompting Strategies for Enabling Large Language Models to Infer Causation from Correlation.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery Prompting Strategies for Enabling Large Language Models to Infer Causation from Correlation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T10:46:07.416995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eef7758-81bb-4bb5-a790-4500eb9fd3b9 · outbound

This paper cites an unresolved cited work.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:46:07.839334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0238a93d-69ba-4afa-b696-06979c265876 · outbound

This paper cites Y., Kraft, A., Jin, L., Cai, C., Hosseini, A., Xu, T., Zhang, Z., Hong, L., Chi, E.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery Y., Kraft, A., Jin, L., Cai, C., Hosseini, A., Xu, T., Zhang, Z., Hong, L., Chi, E

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:46:07.759300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c780aff8-6495-4cb0-aca3-921d5e1e24da · outbound

This paper cites an unresolved cited work.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:46:07.722309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fb5e7140-f582-463a-98a5-9d8e51a7a3fc · outbound

This paper cites an unresolved cited work.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:46:07.693367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b714a06e-34aa-422e-829a-9d9e10a8032e · outbound

This paper cites an unresolved cited work.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:46:07.658305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a77cbfca-781a-4746-8f63-62905f8d85e4 · outbound

This paper cites an unresolved cited work.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:46:07.638987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 62ae348d-8b96-4809-b9c8-fd48c81bce96 · outbound

This paper cites L., Cao, Y., and Narasimhan, K.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery L., Cao, Y., and Narasimhan, K

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:46:07.612545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 53dabeb8-7c40-40c0-932e-a87f037220eb · outbound

This paper cites S., and Kersting, K.

Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery S., and Kersting, K

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:46:07.587741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation bd3a227c-10ce-47f4-9bd0-7caf89c5a719 · 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 Causal Reasoning in Pieces: Modular In-Context Learning for Causal Discovery

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-29T17:33:45.272928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.