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Paper Citation Record · LEDGER

Rethinking Thinking Tokens: Understanding Why They Underperform in Practice

As of 18 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 1 inbound Pith citation observation for arXiv:2411.11371.

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

pith.paper-citation-record.v1
2411.11371 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:38:07.260401Z

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:34:58.098045Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T20:34:58.195171Z

Reference resolution

10 of 10 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4bb85605-7cb9-412e-9cc1-51930138a44e · outbound

This paper cites online" 'onlinestring :=.

Rethinking Thinking Tokens: Understanding Why They Underperform in Practice online" 'onlinestring :=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:07.215944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T18:38:07.215944Z digest=sha256:a189924f81b4f142889509bf791fe8f890a91d58a145d8827ba0052991d07c8c

Observation b6a12da4-be56-4495-b997-d186c5c89e33 · outbound

This paper cites write newline.

Rethinking Thinking Tokens: Understanding Why They Underperform in Practice write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:07.221626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T18:38:07.221626Z digest=sha256:2728c0d5ef54adf0d77572eff1dbc12ad63bf9d386cfc46c20c1ba6da458e8f6

Observation b3340168-b1f2-44d4-b853-d006d60fc407 · outbound

This paper cites The Llama 3 Herd of Models.

Rethinking Thinking Tokens: Understanding Why They Underperform in Practice The Llama 3 Herd of Models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:07.226302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T18:38:07.226302Z digest=sha256:a191ce3d10988421ac0e33db35b4bb6b1b02ad504a2bfb442ac5e2ce4179e4d6

Observation 0f583df1-aaa5-418a-93dc-73592042cb28 · outbound

This paper cites an unresolved cited work.

Rethinking Thinking Tokens: Understanding Why They Underperform in Practice Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:07.402334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T18:38:07.230813Z digest=sha256:6dcd537629dc9648983e205191f0ad044772908d01c9a5018304f0574907f29b

Observation 01996025-904b-4c82-8000-0ebf842d1480 · outbound

This paper cites Thinking Tokens for Language Modeling.

Rethinking Thinking Tokens: Understanding Why They Underperform in Practice Thinking Tokens for Language Modeling

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:07.235578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T18:38:07.235578Z digest=sha256:1d9e65ddef416674424090c65066f5880cb1dd92bca7687b21e70fb05fa9f72b

Observation 42bf8f22-b940-4d7a-8e50-0541549cd0c9 · outbound

This paper cites an unresolved cited work.

Rethinking Thinking Tokens: Understanding Why They Underperform in Practice Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:38:07.389374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T18:38:07.239858Z digest=sha256:e6f0d72a2cb9f06ae3a933d02e944dbe03e1d12e7758da06bf3d02f2119033b2

Observation 6d7d9a19-edd0-40eb-ba38-b96a97998564 · outbound

This paper cites ThoughtSource: A central hub for large language model reasoning data.

Rethinking Thinking Tokens: Understanding Why They Underperform in Practice ThoughtSource: A central hub for large language model reasoning data

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-12T18:38:07.304034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T18:38:07.244305Z digest=sha256:10e1f234daf62645103c9bbb1c8529e246e0ef40f27a00dde6140aec0458aaa8

Observation 56cd7bc9-c244-416a-8fca-092ae9ba052a · outbound

This paper cites an unresolved cited work.

Rethinking Thinking Tokens: Understanding Why They Underperform in Practice Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:07.249179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T18:38:07.249179Z digest=sha256:2f5045a7ce8f3d73937966f6bb65975dfc7a35ea23665596264c22e7b953e88f

Observation 87cf0ea0-4fe3-483a-8ed5-b72a47e2083d · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Rethinking Thinking Tokens: Understanding Why They Underperform in Practice Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:07.253524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T18:38:07.253524Z digest=sha256:ef859cbf157ed2c0fb1545ab902a44eaf31b35849b480a72f317484642502585

Observation 905397fd-6a32-4083-a85c-14dd93ef2b11 · outbound

This paper cites Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective.

Rethinking Thinking Tokens: Understanding Why They Underperform in Practice Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-12T18:38:07.260401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T18:38:07.260401Z digest=sha256:77b3fbc05215186b2a35e270e91adcb3edc1df933887f75f31a0d340cb019928

Pith citing papers

Observation 12119f1e-c743-4aea-9892-443f3d15619c · inbound

Enhancing Latent Computation in Transformers with Latent Tokens cites this paper.

Enhancing Latent Computation in Transformers with Latent Tokens Rethinking Thinking Tokens: Understanding Why They Underperform in Practice

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-15T20:34:58.202077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:34:58.098045Z digest=sha256:db6e4d6da213115e2304fd9a8ac3e173d17d17db4de2c5ef14108411aeb1e937