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Paper Citation Record · LEDGER

Diversity of Thought Improves Reasoning Abilities of LLMs

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2310.07088.

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

pith.paper-citation-record.v1
2310.07088 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:16:07.841509Z

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

3
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 60c40728-0570-408f-a273-2e2793668043 · inbound

Optimizing Sequential Multi-Step Tasks with Parallel LLM Agents cites this paper.

Optimizing Sequential Multi-Step Tasks with Parallel LLM Agents Diversity of Thought Improves Reasoning Abilities of LLMs

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T18:16:07.841509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:16:07.841509Z digest=sha256:7e47f75e95c8448fd51af53e96142f31ca0dfde3e715976959001b9ba668847d

Observation c2eeb30a-afa0-40e4-83e3-5b76c39c24a7 · inbound

Pause and Reflect: Conformal Aggregation for Chain-of-Thought Reasoning cites this paper.

Pause and Reflect: Conformal Aggregation for Chain-of-Thought Reasoning Diversity of Thought Improves Reasoning Abilities of LLMs

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-15T02:23:31.611249Z

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.

source=arxiv_source observed=2026-05-15T02:23:22.298606Z digest=sha256:3eeaa9446405e577ddb2f21d2da25c261c7f166de407c20b2204da33f50f574a

Observation d4e122bc-eda0-44d6-be72-1bd954922277 · inbound

BOOKMARKS: Efficient Active Storyline Memory for Role-playing cites this paper.

BOOKMARKS: Efficient Active Storyline Memory for Role-playing Diversity of Thought Improves Reasoning Abilities of LLMs

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:55:02.380465Z

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.

source=arxiv_source observed=2026-05-15T04:51:44.394368Z digest=sha256:313c11b3ddd061552d9039f886f260859b43707d4b75156490a8cadfd576cfe0