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Paper Citation Record · LEDGER

Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.20790.

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

pith.paper-citation-record.v1
2502.20790 v1

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 2026-08-23T06:30:58.430688+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:06:21.653955Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T22:40:43.213587Z

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 08d217a7-7671-4793-ac30-d7708bc2385b · inbound

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization cites this paper.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-15T21:06:21.653955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:06:21.653955Z digest=sha256:7a2c5f51e04cbd8ccbbe0c348bc38a16ce0b9d2151f56e0f018317aba24430bf

Observation 78cf0ca9-d05a-411b-ac23-9e9a2e22b0cc · inbound

Beyond Correctness: Harmonizing Process and Outcome Rewards through RL Training cites this paper.

Beyond Correctness: Harmonizing Process and Outcome Rewards through RL Training Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-21T22:40:43.216382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-05-21T22:38:57.833414Z digest=sha256:94f86c95c674ababa3369116f0747fe133c1bb695000b7fd1a44f4290a0073b2

Observation cef26a47-513d-406b-b7d7-1d32aee4cb5d · inbound

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI cites this paper.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-02T11:29:25.548095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T11:29:25.548095Z digest=sha256:dcaa0d661b06745d023424158187b0d190f02f70ab16dccc05a4218f0c0d2f32