Paper Citation Record · LEDGER

Score-Based Causal Discovery with Temporal Background Information

As of 14 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2502.06232.

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

pith.paper-citation-record.v1
2502.06232 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T16:26:27.459136Z

measured 32 of 32 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T11:35:13.719704Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

verified exact8
verified fuzzy13
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3d9893a6-bda4-41c7-9a40-25e9b5f996e3 · outbound

This paper cites Characterization and greedy learning of interventional M arkov equivalence classes of directed acyclic graphs.

Score-Based Causal Discovery with Temporal Background Information Characterization and greedy learning of interventional M arkov equivalence classes of directed acyclic graphs

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:26:28.171266Z

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.

Observation facde7c9-4825-4bdd-8b64-b8b5281ba82f · outbound

This paper cites Scoring bayesian networks of mixed variables.

Score-Based Causal Discovery with Temporal Background Information Scoring bayesian networks of mixed variables

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T16:26:27.342885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09a1a84d-2665-4ba6-81da-78692603f38a · outbound

This paper cites Bang and Vanessa Didelez.

Score-Based Causal Discovery with Temporal Background Information Bang and Vanessa Didelez

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:26:28.160372Z

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.

Observation 52d1351b-209f-4f4a-8fe2-82957d7ee1b8 · outbound

This paper cites Improving Finite Sample Performance of Causal Discovery by Exploiting Temporal Structure.

Score-Based Causal Discovery with Temporal Background Information Improving Finite Sample Performance of Causal Discovery by Exploiting Temporal Structure

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-08T16:26:28.020391Z

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.

Observation d78e1b18-de98-4bf8-8026-4f18007c8f36 · outbound

This paper cites Optimal structure identification with greedy search.

Score-Based Causal Discovery with Temporal Background Information Optimal structure identification with greedy search

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T16:26:27.356235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eddd8140-a265-4726-912b-6fda37159768 · outbound

This paper cites an unresolved cited work.

Score-Based Causal Discovery with Temporal Background Information Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T16:26:27.360503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b6b24d5-a811-4fda-93c6-fed2267c136d · outbound

This paper cites Characterization and greedy learning of interventional markov equivalence classes of directed acyclic graphs.

Score-Based Causal Discovery with Temporal Background Information Characterization and greedy learning of interventional markov equivalence classes of directed acyclic graphs

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:26:28.149969Z

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.

Observation daa76659-bb67-49ea-976e-214266358207 · outbound

This paper cites Learning bayesian networks: The combination of knowledge and statistical data.

Score-Based Causal Discovery with Temporal Background Information Learning bayesian networks: The combination of knowledge and statistical data

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T16:26:27.368833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9e89091-37e4-42cf-ad56-fdbd5abbe111 · outbound

This paper cites Adjustment identification distance: A gadjid for causal structure learning.

Score-Based Causal Discovery with Temporal Background Information Adjustment identification distance: A gadjid for causal structure learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T16:26:27.372513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 644a0b22-bc75-4175-a8de-9658f9c02fa4 · outbound

This paper cites Hernan and J.M.

Score-Based Causal Discovery with Temporal Background Information Hernan and J.M

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:26:28.127489Z

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.

Observation 4fddcd72-e05a-4820-9bf6-542ebf0c5357 · outbound

This paper cites Generalized score functions for causal discovery.

Score-Based Causal Discovery with Temporal Background Information Generalized score functions for causal discovery

Reference 11

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T16:26:27.883174Z

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.

Observation d297f101-3584-4b8b-aa4b-ca9151325958 · outbound

This paper cites Maathuis, and Martin Mächler.

Score-Based Causal Discovery with Temporal Background Information Maathuis, and Martin Mächler

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:26:28.116931Z

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.

Observation 2be6eb48-3a8a-4e2f-937c-d9f10672a8e8 · outbound

This paper cites Maathuis, Markus Kalisch, and Peter Bühlmann.

Score-Based Causal Discovery with Temporal Background Information Maathuis, Markus Kalisch, and Peter Bühlmann

Reference 13

Resolution: verified exact; doi, observed 2026-08-08T16:26:27.545171Z

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.

Observation 74dd96b4-ba90-4038-961b-fc90192050fc · outbound

This paper cites A cautious approach to constraint-based causal model selection.

Score-Based Causal Discovery with Temporal Background Information A cautious approach to constraint-based causal model selection

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-08T16:26:27.721546Z

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.

Observation 629de7b0-becf-4797-b0d8-eef86232eeea · outbound

This paper cites Causal inference and causal explanation with background knowledge.

Score-Based Causal Discovery with Temporal Background Information Causal inference and causal explanation with background knowledge

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:26:28.106981Z

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.

Observation 05ecae4c-4eae-447a-8a53-7c145d902bf7 · outbound

This paper cites A003024: Number of acyclic digraphs (or dags) with n labeled nodes.

Score-Based Causal Discovery with Temporal Background Information A003024: Number of acyclic digraphs (or dags) with n labeled nodes

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:26:28.096437Z

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.

Observation 3bc5e8e2-7cf5-46d3-9386-52f41581e3db · outbound

This paper cites Cohort Profile: The Metropolit 1953 Danish Male Birth Cohort.

Score-Based Causal Discovery with Temporal Background Information Cohort Profile: The Metropolit 1953 Danish Male Birth Cohort

Reference 17

Resolution: verified exact; doi, observed 2026-08-08T16:26:27.534002Z

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.

Observation 6172ee98-c41b-4370-a59d-e67a537488a5 · outbound

This paper cites Causality.

Score-Based Causal Discovery with Temporal Background Information Causality

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:26:28.086054Z

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.

Observation 5e4ae450-d518-4912-acca-859fb5da0efc · outbound

This paper cites Interpreting and using cpdags with background knowledge.

Score-Based Causal Discovery with Temporal Background Information Interpreting and using cpdags with background knowledge

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:26:28.075231Z

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.

Observation 01b9c9fd-16b3-4b1e-902c-d2c583a398c1 · outbound

This paper cites Elements of Causal Inference: Foundations and Learning Algorithms.

Score-Based Causal Discovery with Temporal Background Information Elements of Causal Inference: Foundations and Learning Algorithms

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:26:28.064042Z

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.

Observation af6b5b16-f9af-4cdd-8471-76c96446bc7e · outbound

This paper cites Petersen, Merete Osler, and Claus Ekstrøm.

Score-Based Causal Discovery with Temporal Background Information Petersen, Merete Osler, and Claus Ekstrøm

Reference 21

Resolution: verified exact; doi, observed 2026-08-08T16:26:27.522258Z

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.

Observation 6f5fde3b-27fe-4037-884d-ba83cd87ada5 · outbound

This paper cites Petersen, Claus Ekstr m, Peter Spirtes, and Merete Osler.

Score-Based Causal Discovery with Temporal Background Information Petersen, Claus Ekstr m, Peter Spirtes, and Merete Osler

Reference 22

Resolution: verified exact; doi, observed 2026-08-08T16:26:27.510578Z

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.

Observation 31bccb89-e799-461a-9891-543cb2df1427 · outbound

This paper cites causalDisco: Tools for Causal Discovery on Observational Data, 2022.

Score-Based Causal Discovery with Temporal Background Information causalDisco: Tools for Causal Discovery on Observational Data, 2022

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:26:28.053428Z

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.

Observation bc7026c1-67ad-47e0-b776-78f0aba2f149 · outbound

This paper cites Are you doing better than random guessing? A call for using negative controls when evaluating causal discovery algorithms.

Score-Based Causal Discovery with Temporal Background Information Are you doing better than random guessing? A call for using negative controls when evaluating causal discovery algorithms

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-08T16:26:27.707247Z

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.

Observation e3195b2d-d81e-4603-a75f-0f5dfd57fbbb · outbound

This paper cites Causal discovery for observational sciences using supervised machine learning.

Score-Based Causal Discovery with Temporal Background Information Causal discovery for observational sciences using supervised machine learning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T16:26:27.434629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54b9d170-9d4f-4b42-999f-fe5393212806 · outbound

This paper cites an unresolved cited work.

Score-Based Causal Discovery with Temporal Background Information Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T16:26:27.439120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f46bd6a5-8d01-4c24-a7b0-6f733b391aec · outbound

This paper cites A Comparison of Public Causal Search Packages on Linear, Gaussian Data with No Latent Variables.

Score-Based Causal Discovery with Temporal Background Information A Comparison of Public Causal Search Packages on Linear, Gaussian Data with No Latent Variables

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T16:26:27.692292Z

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.

Observation 9c765b11-83f6-492d-8d4f-e51253de43f2 · outbound

This paper cites The tetrad project: Constraint based aids to causal model specification.

Score-Based Causal Discovery with Temporal Background Information The tetrad project: Constraint based aids to causal model specification

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:26:28.042366Z

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.

Observation 94fbace8-5ba8-4c26-84a8-f849cca2ec60 · outbound

This paper cites Estimating the Dimension of a Model.

Score-Based Causal Discovery with Temporal Background Information Estimating the Dimension of a Model

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T16:26:27.451473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c12ffcae-1cf0-45c7-a0a5-d46b669c9a67 · outbound

This paper cites An algorithm for fast recovery of sparse causal graphs.

Score-Based Causal Discovery with Temporal Background Information An algorithm for fast recovery of sparse causal graphs

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T16:26:27.455361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da628284-f5d1-4176-b9ba-d0e0cedde6e5 · outbound

This paper cites tpc: Tiered PC Algorithm, 2023.

Score-Based Causal Discovery with Temporal Background Information tpc: Tiered PC Algorithm, 2023

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:26:28.031168Z

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.

Pith citing papers

Observation d4e7449e-4f12-410f-ba1d-2993c1e37383 · inbound

Integrating Background Knowledge for Scalable Causal Discovery cites this paper.

Integrating Background Knowledge for Scalable Causal Discovery Score-Based Causal Discovery with Temporal Background Information

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-14T11:35:13.719704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.