Paper Citation Record · LEDGER

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning

As of 12 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2412.14780.

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

pith.paper-citation-record.v1
2412.14780 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:58:35.552084Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact1
verified fuzzy4
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f58c3ba3-88c6-4b55-b605-d1061e0b2194 · outbound

This paper cites an unresolved cited work.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:58:37.126823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bc4799ee-39df-40bb-a438-d71729ed912f · outbound

This paper cites https://huggingface.co/datasets/allenai/ultrafeedback_binarized_cleaned allenai/ultrafeedback\_binarized\_cleaned · Datasets at Hugging Face.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning https://huggingface.co/datasets/allenai/ultrafeedback_binarized_cleaned allenai/ultrafeedback\_binarized\_cleaned · Datasets at Hugging Face

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:58:37.102916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 59d7bf8d-dd99-44ab-9059-7756045882c2 · outbound

This paper cites https://huggingface.co/datasets/anon8231489123/ShareGPT_Vicuna_unfiltered anon8231489123/ ShareGPT \_vicuna\_unfiltered · Datasets at Hugging Face.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning https://huggingface.co/datasets/anon8231489123/ShareGPT_Vicuna_unfiltered anon8231489123/ ShareGPT \_vicuna\_unfiltered · Datasets at Hugging Face

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:58:37.036151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6d6e3669-a926-4e95-866f-347eaf9a45a0 · outbound

This paper cites https://huggingface.co/datasets/Intel/orca_dpo_pairs Intel/orca\_dpo\_pairs · Datasets at Hugging Face.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning https://huggingface.co/datasets/Intel/orca_dpo_pairs Intel/orca\_dpo\_pairs · Datasets at Hugging Face

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:58:36.901245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 73de4fac-6c3e-4ec7-9608-87cd9f5bfdd9 · outbound

This paper cites FireAct: Toward Language Agent Fine-tuning.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning FireAct: Toward Language Agent Fine-tuning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.113146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c11f2de-c42f-40a1-a44d-d7102729d494 · outbound

This paper cites an unresolved cited work.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.120484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6091153a-3880-4eab-ae65-1ae050cbdf06 · outbound

This paper cites an unresolved cited work.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.126395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d06d3c34-de68-46c0-8e9c-2234309c1925 · outbound

This paper cites Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.132157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da35c0ce-cf31-483a-a37d-30eacf5dfd7f · outbound

This paper cites AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.137825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e630c57-143f-40d9-ad7a-a5da4442c3cc · outbound

This paper cites an unresolved cited work.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.143384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b376b220-45d4-40dd-b580-1ef169ba9ee7 · outbound

This paper cites an unresolved cited work.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.149386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e64f5081-8396-416a-89d8-72d669312a27 · outbound

This paper cites Rho-1: Not All Tokens Are What You Need.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Rho-1: Not All Tokens Are What You Need

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.157522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c0b7c26-bffa-4146-8474-544d32572ca9 · outbound

This paper cites APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.162901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8c5aa6b-39c7-4ec2-88c7-8de2dd7111ad · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning WebGPT: Browser-assisted question-answering with human feedback

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.174835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9a7aa07-df36-4207-89c6-e15a823a7a92 · outbound

This paper cites KwaiAgents: Generalized Information-seeking Agent System with Large Language Models.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning KwaiAgents: Generalized Information-seeking Agent System with Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.180929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ce62902-c422-4470-8b6a-90bb3a602132 · outbound

This paper cites ART: Automatic multi-step reasoning and tool-use for large language models.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning ART: Automatic multi-step reasoning and tool-use for large language models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.187257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdf7e970-9dce-4e6f-bf3c-424fdad39ff4 · outbound

This paper cites Gorilla: Large Language Model Connected with Massive APIs.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Gorilla: Large Language Model Connected with Massive APIs

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.193686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53fe0aa0-3c06-45d1-96a7-95ecc73423a3 · outbound

This paper cites an unresolved cited work.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.199183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93e1e839-4e53-48d9-9192-7092dbe6289c · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.206936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de0168ff-58d0-4b09-b412-f64a9f4dda49 · outbound

This paper cites an unresolved cited work.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.217687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f87fbcd-5ce9-493f-941a-0d3fe2f1cf8c · outbound

This paper cites From $r$ to $Q^*$: Your Language Model is Secretly a Q-Function.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning From $r$ to $Q^*$: Your Language Model is Secretly a Q-Function

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.262665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de9526c5-3547-481f-9692-dfb5ee1fb006 · outbound

This paper cites an unresolved cited work.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.312882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ce8f07c-1553-407b-9fe1-ec273117cbb5 · outbound

This paper cites an unresolved cited work.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.348171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63885c75-eb8c-42af-ba28-126fc00f4aa8 · outbound

This paper cites an unresolved cited work.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:58:36.795852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3f4dbf98-f7aa-425f-ae5e-957ca9b207e0 · outbound

This paper cites an unresolved cited work.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:58:36.765960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fed62767-fbcf-468a-b10a-8cd49183dc01 · outbound

This paper cites ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.483305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cad892e-1045-4cb4-98c4-8377214d1d90 · outbound

This paper cites an unresolved cited work.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.488943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9af175d-7295-4d9c-b53e-3ce11108ed7e · outbound

This paper cites an unresolved cited work.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.494381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fd7d44d-5821-4983-89cd-c8685f5a6a08 · outbound

This paper cites Chi, Quoc V.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Chi, Quoc V

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.499233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80e0d72c-d03e-407f-8985-2302029e9c6f · outbound

This paper cites an unresolved cited work.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.504075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66a23c88-b019-4770-b4dc-224bd85e94e7 · outbound

This paper cites Preference-grounded Token -level Guidance for Language Model Fine -tuning.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Preference-grounded Token -level Guidance for Language Model Fine -tuning

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:58:36.569231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 696f4ecd-c4b1-4b89-8580-25c390960553 · outbound

This paper cites Preference-grounded Token-level Guidance for Language Model Fine-tuning.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Preference-grounded Token-level Guidance for Language Model Fine-tuning

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:58:35.840963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e2307e48-ed46-4964-9ca1-bfec3d447cfb · outbound

This paper cites an unresolved cited work.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.520379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d91e843c-2a5f-491d-940b-e49dd3f4fd37 · outbound

This paper cites Narasimhan, and Yuan Cao.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning Narasimhan, and Yuan Cao

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.525730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47967951-6105-4ef7-aee4-fff0429d7ceb · outbound

This paper cites AgentTuning: Enabling Generalized Agent Abilities for LLMs.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning AgentTuning: Enabling Generalized Agent Abilities for LLMs

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.532069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1456206d-6908-4a10-b83a-b71bfc672459 · outbound

This paper cites ExpeL: LLM Agents Are Experiential Learners.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning ExpeL: LLM Agents Are Experiential Learners

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.539357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 718e36bb-4fa8-4aae-9a50-4f37e909a7d9 · outbound

This paper cites online" 'onlinestring :=.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning online" 'onlinestring :=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.545586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f041ace4-61d4-41d3-89b5-79ca838b45a9 · outbound

This paper cites write newline.

Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning write newline

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T11:58:35.552084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.