Paper Citation Record · LEDGER

Revisiting LLM Reasoning via Information Bottleneck

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2507.18391.

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

pith.paper-citation-record.v1
2507.18391 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T14:45:37.426688Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T18:31:44.611173Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 056a1231-6383-4588-9127-0b041157bfd4 · inbound

Self-Aligned Reward: Towards Effective and Efficient Reasoners cites this paper.

Self-Aligned Reward: Towards Effective and Efficient Reasoners Revisiting LLM Reasoning via Information Bottleneck

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-18T18:31:44.613691Z

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 6381c5ad-47e7-4203-855e-b7901e1a5ba8 · inbound

When Less is Enough: Efficient Inference via Collaborative Reasoning cites this paper.

When Less is Enough: Efficient Inference via Collaborative Reasoning Revisiting LLM Reasoning via Information Bottleneck

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:41:42.284856Z

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 17f774f1-b33b-4207-8472-db459de00a8b · inbound

Think Through a Bottleneck: Hourglass Reasoning for Rigorous Induction cites this paper.

Think Through a Bottleneck: Hourglass Reasoning for Rigorous Induction Revisiting LLM Reasoning via Information Bottleneck

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-14T03:48:31.314623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9874472e-b237-404e-a4d5-143919ad7257 · inbound

Information-Theoretic Limits of Reliability and Scaling in Language Models cites this paper.

Information-Theoretic Limits of Reliability and Scaling in Language Models Revisiting LLM Reasoning via Information Bottleneck

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T14:45:37.426688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d47ed9d-be70-458f-ac3e-f1b4e783acb8 · inbound

Beyond Entropy: Correctness-Aware Advantage Shaping via Contrastive Policy Optimization cites this paper.

Beyond Entropy: Correctness-Aware Advantage Shaping via Contrastive Policy Optimization Revisiting LLM Reasoning via Information Bottleneck

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T01:39:05.465608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.