Paper Citation Record · LEDGER

Break the Chain: Large Language Models Can be Shortcut Reasoners

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2406.06580.

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

pith.paper-citation-record.v1
2406.06580 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T20:57:42.018820Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 90c156ac-e053-4a27-a1d4-ced05286d3dd · inbound

CoT-Valve: Length-Compressible Chain-of-Thought Tuning cites this paper.

CoT-Valve: Length-Compressible Chain-of-Thought Tuning Break the Chain: Large Language Models Can be Shortcut Reasoners

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T20:57:42.018820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d3c70e8-74e4-4cf2-80e1-95f6f15f6072 · inbound

Fast on the Easy, Deep on the Hard: Efficient Reasoning via Powered Length Penalty cites this paper.

Fast on the Easy, Deep on the Hard: Efficient Reasoning via Powered Length Penalty Break the Chain: Large Language Models Can be Shortcut Reasoners

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:38:09.462021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac52a1c5-ae92-4d41-a1c0-e7e5dfa0ee99 · inbound

Not All Errors Are Created Equal: ASCoT Addresses Late-Stage Fragility in Efficient LLM Reasoning cites this paper.

Not All Errors Are Created Equal: ASCoT Addresses Late-Stage Fragility in Efficient LLM Reasoning Break the Chain: Large Language Models Can be Shortcut Reasoners

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T23:32:54.997930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8ca8b1d-f234-4318-9b3a-640b7e4eff82 · inbound

InteChar: A Unified Oracle Bone Character List for Ancient Chinese Language Modeling cites this paper.

InteChar: A Unified Oracle Bone Character List for Ancient Chinese Language Modeling Break the Chain: Large Language Models Can be Shortcut Reasoners

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T21:23:23.470707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 772c6e65-32c4-4d9e-87eb-f37c40b0ed0c · inbound

Assessing Coherency and Consistency of Code Execution Reasoning by Large Language Models cites this paper.

Assessing Coherency and Consistency of Code Execution Reasoning by Large Language Models Break the Chain: Large Language Models Can be Shortcut Reasoners

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-18T06:00:57.284709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fb221a99-9875-457e-8add-aabe087e3a2d · inbound

LightThinker++: From Reasoning Compression to Memory Management cites this paper.

LightThinker++: From Reasoning Compression to Memory Management Break the Chain: Large Language Models Can be Shortcut Reasoners

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:28:01.754464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 36612bc2-6a0d-450e-8d02-135751c88226 · inbound

DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling cites this paper.

DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling Break the Chain: Large Language Models Can be Shortcut Reasoners

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:57:10.056346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.