Paper Citation Record · LEDGER

ChaosBench-Logic v2: Evaluating LLM Logical Reasoning over Dynamical Systems at Scale

As of 13 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 0 inbound Pith citation observations for arXiv:2605.24305.

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

pith.paper-citation-record.v1
2605.24305 v1

Coverage vector

measured 7 of 7 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T14:14:30.097305Z

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

7 of 7 outbound references displayed

verified exact4
verified fuzzy3
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9a0a1f91-ed60-4956-855e-42fbc6d5df73 · outbound

This paper cites Simple tools to study global dynamics in non-axisymmetric galactic potentials – I.Astronomy and Astrophysics Supplement Series, 147:205–228,.

ChaosBench-Logic v2: Evaluating LLM Logical Reasoning over Dynamical Systems at Scale Simple tools to study global dynamics in non-axisymmetric galactic potentials – I.Astronomy and Astrophysics Supplement Series, 147:205–228,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T23:35:46.838843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4353afa4-d762-4420-b93d-a1a0b3a6c61b · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

ChaosBench-Logic v2: Evaluating LLM Logical Reasoning over Dynamical Systems at Scale Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-06-30T14:14:45.356351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fd89f0cb-a75c-4377-851c-80ed1f8046a9 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

ChaosBench-Logic v2: Evaluating LLM Logical Reasoning over Dynamical Systems at Scale Training Verifiers to Solve Math Word Problems

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-06-30T14:14:45.352416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation aa94ccf6-1189-4b8f-9fb1-3a67ca90e56f · outbound

This paper cites FOLIO: Natural Language Reasoning with First-Order Logic.

ChaosBench-Logic v2: Evaluating LLM Logical Reasoning over Dynamical Systems at Scale FOLIO: Natural Language Reasoning with First-Order Logic

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-30T14:14:45.364965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 522c29e3-cbbc-418d-9afe-c0264c8a43c8 · outbound

This paper cites SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models.

ChaosBench-Logic v2: Evaluating LLM Logical Reasoning over Dynamical Systems at Scale SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-06-30T14:14:45.359604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d834def7-b700-4a14-92ac-d5f24ba56b42 · outbound

This paper cites FluidTrampoline is strongly mixing. Strongly mix- ing⇒weakly mixing⇒ergodic⇒bounded. Is it bounded?.

ChaosBench-Logic v2: Evaluating LLM Logical Reasoning over Dynamical Systems at Scale FluidTrampoline is strongly mixing. Strongly mix- ing⇒weakly mixing⇒ergodic⇒bounded. Is it bounded?

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T23:35:46.837017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0fff7feb-af58-4319-a84c-9276dac4fbe5 · outbound

This paper cites Model TP FP TN FN MCC Bal.

ChaosBench-Logic v2: Evaluating LLM Logical Reasoning over Dynamical Systems at Scale Model TP FP TN FN MCC Bal

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T23:35:46.840984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.