Paper Citation Record · LEDGER

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data

As of 10 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2607.09348.

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

pith.paper-citation-record.v1
2607.09348 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T03:42:33.642219Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5ba4432e-186e-407e-8079-d0037d895376 · outbound

This paper cites 10.1001/jamanet- workopen.2024.25981.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data 10.1001/jamanet- workopen.2024.25981

Reference 1

Resolution: malformed identifier; doi_truncated, observed 2026-07-13T03:49:19.445402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 25828123-3fc5-495c-b98e-d875492f9ed2 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8272ed8-1624-4fe9-be4f-cfb446124635 · outbound

This paper cites Counterfactual Causal Inference in Natural Language with Large Language Models.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data Counterfactual Causal Inference in Natural Language with Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1962b56-d202-4c86-860b-04507769c359 · outbound

This paper cites Causal Reasoning in Large Language Models: A Knowledge Graph Approach.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data Causal Reasoning in Large Language Models: A Knowledge Graph Approach

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f8f0907-917f-4c53-a044-fc90e1c95901 · outbound

This paper cites Comprehensive Review and Empirical Evaluation of Causal Discovery Algorithms for Numerical Data.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data Comprehensive Review and Empirical Evaluation of Causal Discovery Algorithms for Numerical Data

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1893aee8-1bdd-418a-8d49-1d08cf5f6703 · outbound

This paper cites same semantics, different structure.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data same semantics, different structure

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f35afee-1076-4822-b198-4e4b28d08ef6 · outbound

This paper cites Xiaohan Zou.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data Xiaohan Zou

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddcae9bf-53e7-4199-ae96-192b19917ea5 · outbound

This paper cites an unresolved cited work.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65f6de82-0733-403f-bd70-afef9b33385e · outbound

This paper cites (b) Verbalize subgraph: S (k) ={s 1,.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data (b) Verbalize subgraph: S (k) ={s 1,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9804f686-5837-4d9c-bcc1-812b25d7a910 · outbound

This paper cites an unresolved cited work.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc6d45cb-924b-4d7e-af91-3a01551926ba · outbound

This paper cites an unresolved cited work.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 611d71af-6dea-4ebd-83b2-5a1ca1aada9a · outbound

This paper cites All experimental results are reported as the mean and standard deviation over three independent runs.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data All experimental results are reported as the mean and standard deviation over three independent runs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c51d9764-54ef-4cac-9b18-81903cc42c72 · outbound

This paper cites an unresolved cited work.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edaab400-e26f-4c3c-ad8c-9a3e7c49875f · outbound

This paper cites an unresolved cited work.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11836e5b-51c6-424b-b4ca-176495179a34 · outbound

This paper cites an unresolved cited work.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1a277ae-c52e-4d42-845e-4f22a9e8eda9 · outbound

This paper cites A 28-year-old pregnant woman who smokes.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data A 28-year-old pregnant woman who smokes

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed87538a-1f2c-413d-849f-eb2981ad4dcc · outbound

This paper cites an unresolved cited work.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 725c4151-2be5-4eb4-ae1e-c4fab3272707 · outbound

This paper cites an unresolved cited work.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee7a0886-e322-4e85-b305-00cb784dc94f · outbound

This paper cites an unresolved cited work.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d3aaadb-0005-444e-9271-4f32b71adeb3 · outbound

This paper cites an unresolved cited work.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89b2195f-2a64-4d7f-b657-c897752b340a · outbound

This paper cites an unresolved cited work.

DKCD: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-13T03:42:33.642219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.