Paper Citation Record · LEDGER

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training

As of 8 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 2 inbound Pith citation observations for arXiv:2505.19217.

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

pith.paper-citation-record.v1
2505.19217 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:24:01.754534Z

measured 23 of 23 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:53:42.914250Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T18:31:44.546254Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy17
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a14754c8-babc-405c-94a7-e3d446859e16 · outbound

This paper cites an unresolved cited work.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:24:04.823696Z

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 4f4ce347-f6d3-43c5-8619-55603ddd734f · outbound

This paper cites an unresolved cited work.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:24:04.619707Z

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 c373686c-14b4-49aa-9d53-3e2b5b54d6df · outbound

This paper cites an unresolved cited work.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:24:04.386839Z

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 35c2285b-08f9-40a8-b3dd-f561b8a4d9de · outbound

This paper cites Property Satisfaction Rate.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training Property Satisfaction Rate

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:04.056079Z

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 a1e72068-d0b3-48d5-bd3c-8836983fc290 · outbound

This paper cites Guidelines: • The answer NA means that paper does not include experiments requiring code.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training Guidelines: • The answer NA means that paper does not include experiments requiring code

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:03.261140Z

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 2927689d-9580-40af-81d4-9d7ace0f5f93 · outbound

This paper cites Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:03.849013Z

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 0d7c9013-0fa2-4a15-bac4-608ad47bc88b · outbound

This paper cites Limitations.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training Limitations

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:03.678823Z

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 7d9a9b84-c228-414f-85ec-39088761b608 · outbound

This paper cites • All the theorems, formulas, and proofs in the paper should be numbered and cross- referenced.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training • All the theorems, formulas, and proofs in the paper should be numbered and cross- referenced

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:03.567970Z

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 e8ac166e-812f-43d6-828f-97bcc4ae0012 · outbound

This paper cites We will also open-source our evaluation code after proper organization.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training We will also open-source our evaluation code after proper organization

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:03.414215Z

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 d28fabe1-f97f-42fa-94dd-0da622437497 · outbound

This paper cites Guidelines: • The answer NA means that there is no societal impact of the work performed.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training Guidelines: • The answer NA means that there is no societal impact of the work performed

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:02.646544Z

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 8f5ba955-b9b2-48fe-8c99-9374a5fb7647 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training Guidelines: • The answer NA means that the paper does not include experiments

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:03.102647Z

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 a88ad26c-af11-4507-822f-a365ad589f45 · outbound

This paper cites And we reported error bars in Fig.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training And we reported error bars in Fig

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:02.970815Z

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 f64862bf-3a73-4f8d-ad7e-3a3de6ef4e89 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training Guidelines: • The answer NA means that the paper does not include experiments

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:02.857665Z

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 610dfe43-24b4-4ba2-b724-8035777929ee · outbound

This paper cites It does not involve human subjects, personally identifiable information, or sensitive data.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training It does not involve human subjects, personally identifiable information, or sensitive data

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:02.733135Z

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 ce1ff308-d75a-4d62-aa72-c8492f590f5e · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:02.023841Z

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 2fd271be-3fe2-4a6b-8397-b90f82420865 · outbound

This paper cites Guidelines: • The answer NA means that the paper poses no such risks.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training Guidelines: • The answer NA means that the paper poses no such risks

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:02.491701Z

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 9b894e01-b42d-46a3-9c25-f9a4614170eb · outbound

This paper cites R1-Distilled Qwen), are properly credited.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training R1-Distilled Qwen), are properly credited

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:02.388399Z

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 27d7b037-05ee-4d5f-a42e-d69266a6b759 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not release new assets.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training Guidelines: • The answer NA means that the paper does not release new assets

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:02.271908Z

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 dd2b174a-d8f4-435e-9b58-708a3bf1a519 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:02.149603Z

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 52ed96be-42d2-4bcf-9f71-e46804b272e5 · outbound

This paper cites Answer: [NA] Justification: We only used LLM for writing and editing which does not impact the core methodology.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training Answer: [NA] Justification: We only used LLM for writing and editing which does not impact the core methodology

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:01.919810Z

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 5c23190f-d2fc-46d2-8aa1-437fc0024244 · outbound

This paper cites Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T14:24:00.191982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c4a21e1f-0b74-4d62-8754-b9d3b243d2d7 · inbound

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey cites this paper.

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T17:53:42.914250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79c4de4a-ef3e-4cb6-829c-3e69e464a58e · inbound

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

Self-Aligned Reward: Towards Effective and Efficient Reasoners The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-18T18:31:44.548949Z

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.