Paper Citation Record · LEDGER

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria

As of 12 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2412.21006.

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

pith.paper-citation-record.v1
2412.21006 v3

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:21:34.796461Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

39 of 39 outbound references displayed

verified exact0
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ce0d3a42-4942-4671-978f-353927af40be · outbound

This paper cites The Llama 3 Herd of Models.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria The Llama 3 Herd of Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.607542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba01e694-fb01-46e3-83cf-f65d7f39029b · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:21:35.458887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4293fc34-f09e-4b29-b149-cacc744442ba · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.617872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6afee612-9a5d-4896-899e-006d7bc45ad7 · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.624159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0c8d0e0-b706-405e-9d35-98d2d561313c · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Training Verifiers to Solve Math Word Problems

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.633788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5696d8cb-fd0b-4eb2-82b0-2fa3a9a376ef · outbound

This paper cites Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.639515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f814ce1-836f-456f-9025-1fca7244cc02 · outbound

This paper cites From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.645054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f102f639-8341-42cc-993c-1069555a3f72 · outbound

This paper cites Implicit Chain of Thought Reasoning via Knowledge Distillation.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.650292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88fb9efa-237c-42ab-bad8-cf257dcc2b34 · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:21:35.434554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a55d636f-fe41-4af6-a7d6-e8953994782d · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.660146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8830966b-8182-422a-acee-dd2fd8d35bfd · outbound

This paper cites Training Large Language Models to Reason in a Continuous Latent Space.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Training Large Language Models to Reason in a Continuous Latent Space

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.664557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66f59060-a614-4889-a973-023f46c502be · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.669383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b64e9a7-0af8-40df-8cce-73323be4e266 · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.673613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e963d8c0-7cdb-495a-9385-aa028210c006 · outbound

This paper cites Mistral 7B.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Mistral 7B

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.677867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae6b8338-3b95-49b8-bfa6-ce62afe323e6 · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.682595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aea089bc-50a2-459f-be8e-9c2c1fa057e2 · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:21:35.379691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation af3812a5-f2f9-4890-93bf-9085b2dd40fd · outbound

This paper cites Training Language Models to Self-Correct via Reinforcement Learning.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Training Language Models to Self-Correct via Reinforcement Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.691153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4464778-594f-4d32-b421-9a6ed7e19313 · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:21:35.363248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cf93e232-65b1-40d0-9ed3-cbc5e9b33232 · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.700156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af640f47-b365-449b-84c8-efb61b6b9a6f · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.704438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da5f344d-9c0d-4150-9a39-fa1123cd85ff · outbound

This paper cites Show Your Work: Scratchpads for Intermediate Computation with Language Models.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Show Your Work: Scratchpads for Intermediate Computation with Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.708895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3457f1d-85aa-4d42-b59b-d9fd3f72bd85 · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.714058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 054b1624-398f-449f-b6ff-da05fa255b8b · outbound

This paper cites Iteration of Thought: Leveraging Inner Dialogue for Autonomous Large Language Model Reasoning.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Iteration of Thought: Leveraging Inner Dialogue for Autonomous Large Language Model Reasoning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.718600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bec75619-94c1-4a64-b08f-31e8bf8271fd · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.723484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b659ed12-e761-4be3-a21b-41871ed929df · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.728024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a019e47-b37f-4571-892f-ef26c2f3ba6e · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.732919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0609231a-5933-400d-8b85-c746bd493b79 · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.737556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30e8d36b-b4ad-4840-ad11-54420c45e33d · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:21:35.288399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1c631f62-100a-4785-85ff-a527707c14a8 · outbound

This paper cites OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.746592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f74a1ae-4f06-4f92-a08f-e896011d14ae · outbound

This paper cites Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.751699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8adf79d9-76c9-487c-aae5-736025c200af · outbound

This paper cites Strategic Chain-of-Thought: Guiding Accurate Reasoning in LLMs through Strategy Elicitation.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Strategic Chain-of-Thought: Guiding Accurate Reasoning in LLMs through Strategy Elicitation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.757424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13dcea18-c1fb-455b-b6c7-40b6df2a509f · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.762976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d698f2c7-9dac-4bf0-a977-29280cd0b777 · outbound

This paper cites Gonzalez, and Bin CUI.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Gonzalez, and Bin CUI

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.767723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 266cd569-0bb6-4e56-8b14-0da50001aaa9 · outbound

This paper cites Griffiths, Yuan Cao, and Karthik R Narasimhan.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Griffiths, Yuan Cao, and Karthik R Narasimhan

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.772316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e79c2a2-4193-4aa3-8c2a-0bc80715a0fe · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:21:35.246042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 679db10b-47ac-49e8-b03b-43529f0ee39a · outbound

This paper cites an unresolved cited work.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.781651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0cc14af-663c-4330-857c-bded216db48f · outbound

This paper cites Distilling System 2 into System 1.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Distilling System 2 into System 1

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.785874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7804baf0-dba4-41b5-8b25-aeaea786578a · outbound

This paper cites online" 'onlinestring :=.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria online" 'onlinestring :=

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.791002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02018362-763e-4451-b589-1eb8e08bc456 · outbound

This paper cites write newline.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria write newline

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.796461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.