Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-22T13:40:54.197967Z
Paper Citation Record · LEDGER
Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference
As of 4 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 3 inbound Pith citation observations for arXiv:2505.13770.
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 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T06:14:45.476764Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T18:15:00.821465Z
Reference resolution
12 of 12 outbound references displayed
- verified exact0
- verified fuzzy9
- unresolved2
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2678aeef-1534-4101-b1da-e55ff4ec3285 · outbound
This paper cites Request Python code for analysis.
Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference Request Python code for analysis
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T13:41:37.185856Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 96f48d2b-1087-4fe7-8c11-e1751f80d9b4 · outbound
This paper cites HealthPlus.
Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference HealthPlus
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T13:41:37.166259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 74e41383-966e-445c-a0f4-6c50f26796ab · outbound
This paper cites HealthPlus.
Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference HealthPlus
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T13:41:37.173205Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3af57732-4295-489b-92c7-71f346d32563 · outbound
This paper cites HealthPlus.
Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference HealthPlus
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T13:41:37.169777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1b5c22c5-edd1-4385-be49-90f52fdfb782 · outbound
This paper cites UltraSugar.
Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference UltraSugar
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T13:41:37.155500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1ed7edd9-f358-4523-8bbe-22d6058ab39a · outbound
This paper cites UltraSugar.
Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference UltraSugar
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T13:41:37.182780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation afe919cc-9c95-46ee-b422-88fa2eb744e4 · outbound
This paper cites an unresolved cited work.
Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T13:41:37.158804Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 17be3d57-4bd7-4c2f-8766-2f0256b80f88 · outbound
This paper cites an unresolved cited work.
Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T13:41:37.179769Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation aa292f0a-2e27-4c14-a5b8-bd01b1b112b3 · outbound
This paper cites an unresolved cited work.
Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference Unresolved cited work
Reference 9
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-22T13:41:37.176451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 28d799af-b23f-42cb-b09e-e803b08d34ca · outbound
This paper cites Request Python code for analysis.
Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference Request Python code for analysis
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T13:41:37.152130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 22c3d151-6a7e-49b8-a2d0-22c65ee8e500 · outbound
This paper cites Execute the corrected code.
Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference Execute the corrected code
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T13:41:37.162132Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e747f01a-a1b7-4ac0-a8f9-3770b0a62614 · outbound
This paper cites Symbolic only.
Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference Symbolic only
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T13:41:37.148330Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
Observation 7e943fde-64de-411c-90d5-34d7b7397af5 · inbound
CausalDS: Benchmarking Causal Reasoning in Data-Science Agents cites this paper.
CausalDS: Benchmarking Causal Reasoning in Data-Science Agents Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T13:17:05.864259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 862cbdc3-21ff-4033-87fa-586e4622bf8b · inbound
Automated Synthesis and Adversarial Validation of Executable Causal Research Pipelines cites this paper.
Automated Synthesis and Adversarial Validation of Executable Causal Research Pipelines Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T08:16:47.777702Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 209f290a-cf87-4a2f-91c8-e8a02f38a1ce · inbound
Evidence-Type Competition: When Can Interventional Data Teach Language Models Causal Direction? cites this paper.
Evidence-Type Competition: When Can Interventional Data Teach Language Models Causal Direction? Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T06:14:45.476764Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.