Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T20:38:36.592855Z
Paper Citation Record · LEDGER
What is causal about causal models and representations?
As of 9 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 4 inbound Pith citation observations for arXiv:2501.19335.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T14:57:06.029184Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
22 of 22 outbound references displayed
- verified exact0
- verified fuzzy12
- unresolved7
- parse uncertain0
- malformed identifier3
- metadata mismatch0
External citation measurements
1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation bcd3c5ba-0e0d-43d6-be22-be84470f41f2 · outbound
This paper cites an unresolved cited work.
What is causal about causal models and representations? Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T20:38:37.341023Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4fbaf94f-0d1c-4e5d-92f6-adff88dc811c · outbound
This paper cites ◦ IntI C(a) ⊆ IntI eI,f (a) such that D1 (if it behaves like an intervention, it is that intervention) is satisfied.
What is causal about causal models and representations? ◦ IntI C(a) ⊆ IntI eI,f (a) such that D1 (if it behaves like an intervention, it is that intervention) is satisfied
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:38:37.317618Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5468fc0c-8c76-4c5a-a890-616f95489478 · outbound
This paper cites τ : [4] → {0, 1}2 given by x 7→ (1 (x = 3) + 1 (x = 4), 1 (x = 2) + 1 (x = 4)) is clearly surjective.
What is causal about causal models and representations? τ : [4] → {0, 1}2 given by x 7→ (1 (x = 3) + 1 (x = 4), 1 (x = 2) + 1 (x = 4)) is clearly surjective
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:38:37.214728Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7025dad9-c2a3-4fff-9b6e-5b84a02f0ecc · outbound
This paper cites L(Z ∗ 1 ) without altering the joint distribution of ( Z ∗ 1 , Z∗ 2 ) [Lauritzen, 2019].
What is causal about causal models and representations? L(Z ∗ 1 ) without altering the joint distribution of ( Z ∗ 1 , Z∗ 2 ) [Lauritzen, 2019]
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:38:36.849602Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a94c6dd8-759c-4b98-b19c-1e391c6f6b8e · outbound
This paper cites Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability.
What is causal about causal models and representations? Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T20:38:36.470902Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 053d62e1-df56-4b8f-a3e0-bc7d18499785 · outbound
This paper cites Synergies between disentanglement and sparsity: Generalization and identifiability in multi-task learning.
What is causal about causal models and representations? Synergies between disentanglement and sparsity: Generalization and identifiability in multi-task learning
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:38:37.627362Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ef968ef8-4d0c-4287-b671-c132c53bfa5b · outbound
This paper cites All or None: Identifiable Linear Properties of Next-token Predictors in Language Modeling.
What is causal about causal models and representations? All or None: Identifiable Linear Properties of Next-token Predictors in Language Modeling
Reference 9
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-09T20:38:36.491627Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9efdf406-67ef-467f-83a3-b2d6b3764cc7 · outbound
This paper cites O O ∈ A denotes the action corresponding to the observational regime, see Definition 2.3.
What is causal about causal models and representations? O O ∈ A denotes the action corresponding to the observational regime, see Definition 2.3
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:38:37.366751Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1c9ce2ff-67ab-4b64-8ba7-db768c9f0e1c · outbound
This paper cites That is, IntM satisfies D0 (correct conditionals on intervened nodes).
What is causal about causal models and representations? That is, IntM satisfies D0 (correct conditionals on intervened nodes)
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:38:37.297137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 95125a47-4b89-44e7-8b57-c320d3605abb · outbound
This paper cites Intuitively, we do not intervene on nodes not in J.
What is causal about causal models and representations? Intuitively, we do not intervene on nodes not in J
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:38:37.266151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0db07ff2-edb1-496e-9d5d-1d56c9538caf · outbound
This paper cites an unresolved cited work.
What is causal about causal models and representations? Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T20:38:37.238942Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9b67d0f3-d9bf-46d0-aa4b-70ef0ff3dd02 · outbound
This paper cites an unresolved cited work.
What is causal about causal models and representations? Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T20:38:37.188758Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1032c9bf-f5b3-4008-973a-40b9de5c38a7 · outbound
This paper cites Therefore, we choose IY = ωτ (I ∗) (here, ωτ is defined for all interventions in I ∗).
What is causal about causal models and representations? Therefore, we choose IY = ωτ (I ∗) (here, ωτ is defined for all interventions in I ∗)
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:38:37.151851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cd5fcb97-f8de-4088-946f-e06a45a7389b · outbound
This paper cites This requirement may be overly restrictive as the following example illustrates.
What is causal about causal models and representations? This requirement may be overly restrictive as the following example illustrates
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:38:37.119410Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0b5c93eb-94ba-4628-8c46-8519d37af23d · outbound
This paper cites an unresolved cited work.
What is causal about causal models and representations? Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T20:38:36.977023Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7c390ded-2b16-4969-9f23-0cdbc0fb2b5b · outbound
This paper cites What counterfactuals can be tested.
What is causal about causal models and representations? What counterfactuals can be tested
Reference 1990
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-09T20:38:37.515898Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e5f4f86e-6277-473b-b4d4-73ed3cd56da7 · outbound
This paper cites Commentary: race and sex are causes.
What is causal about causal models and representations? Commentary: race and sex are causes
Reference 2007
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-09T20:38:37.733524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ef91ac37-9dfc-42e6-a013-f5e6ba4b93da · outbound
This paper cites an unresolved cited work.
What is causal about causal models and representations? Unresolved cited work
Reference 2009
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T20:38:37.918106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4778a959-ef28-488e-80aa-d2960ee20a5a · outbound
This paper cites Decision-theoretic foundations for statistical causality.
What is causal about causal models and representations? Decision-theoretic foundations for statistical causality
Reference 2010
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:38:37.843169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 33b8c86c-d213-4e76-a795-f36e29c43e82 · outbound
This paper cites 35 Smoke and mirrors in causal downstream tasks.
What is causal about causal models and representations? 35 Smoke and mirrors in causal downstream tasks
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T20:38:36.457482Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b76f2c77-2a41-4ef3-a86c-b8c190ef4c00 · outbound
This paper cites Learning linear causal representations from interventions under general nonlinear mixing.
What is causal about causal models and representations? Learning linear causal representations from interventions under general nonlinear mixing
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:38:37.893349Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b357471f-2876-48d7-8753-73b99d8e89a9 · outbound
This paper cites Invariance, causality and robustness.Statistical Science, 35(3):404–426,.
What is causal about causal models and representations? Invariance, causality and robustness.Statistical Science, 35(3):404–426,
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:38:37.863144Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
Observation ea65090f-e8fc-4c36-b735-07b47362ef54 · inbound
Linear Causal Representation Learning by Topological Ordering, Pruning, and Disentanglement cites this paper.
Linear Causal Representation Learning by Topological Ordering, Pruning, and Disentanglement What is causal about causal models and representations?
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T14:57:06.029184Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 196dece1-e7e5-4d6d-bb36-976e9a0ad5c3 · inbound
Causal Foundations of Collective Agency cites this paper.
Causal Foundations of Collective Agency What is causal about causal models and representations?
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T15:26:21.429379Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation eb936fe1-c44d-4bc6-9ec6-d2aa78bc78dd · inbound
Unsupervised Causal Abstractions Discovery cites this paper.
Unsupervised Causal Abstractions Discovery What is causal about causal models and representations?
Reference 35
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-26T20:49:57.399571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bc11e8ab-4e39-4710-9a01-ea4f788ba080 · inbound
Unsupervised Causal Abstractions Discovery cites this paper.
Unsupervised Causal Abstractions Discovery What is causal about causal models and representations?
Reference 86
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T00:59:21.183135Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.