Paper Citation Record · LEDGER

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration

As of 19 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2505.20700.

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

pith.paper-citation-record.v1
2505.20700 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:54:12.633232Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

23 of 23 outbound references displayed

verified exact0
verified fuzzy5
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 58530bed-47ca-4555-a646-90bff33cda0d · outbound

This paper cites an unresolved cited work.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:54:14.422837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3ae70ebb-3070-4c2e-b6ba-27f8f7d183b8 · outbound

This paper cites MARIO: math reasoning with code interpreter output - a reproducible pipeline.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration MARIO: math reasoning with code interpreter output - a reproducible pipeline

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:13.699289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3e3b73e1-b385-47ec-a937-f0dc3bfb3177 · outbound

This paper cites Deconstructing Long Chain-of-Thought: A Structured Reasoning Optimization Framework for Long CoT Distillation.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration Deconstructing Long Chain-of-Thought: A Structured Reasoning Optimization Framework for Long CoT Distillation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:11.525053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2966fdfb-f34e-42f9-99ae-aa1ceaa9b184 · outbound

This paper cites s1: Simple test-time scaling.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration s1: Simple test-time scaling

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:11.617040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35678cef-a608-40a3-a8bc-a65b3d567e88 · outbound

This paper cites OpenAI o1 System Card.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration OpenAI o1 System Card

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:11.715366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45fc51d7-6e7f-410c-aefe-f76e55ca8760 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:11.861375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ae7f0cc-9c08-4187-9952-e789100a7e3c · outbound

This paper cites MathScale: Scaling Instruction Tuning for Mathematical Reasoning.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration MathScale: Scaling Instruction Tuning for Mathematical Reasoning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:11.933052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f23b00c-f602-48d1-8245-0af6b96da22c · outbound

This paper cites 11 Zhangchen Xu, Fengqing Jiang, Luyao Niu, Bill Yuchen Lin, and Radha Poovendran.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration 11 Zhangchen Xu, Fengqing Jiang, Luyao Niu, Bill Yuchen Lin, and Radha Poovendran

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:13.523179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5d0d94ab-8a5e-4aac-ad54-d18a5910f5f7 · outbound

This paper cites Stronger Models are NOT Stronger Teachers for Instruction Tuning.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration Stronger Models are NOT Stronger Teachers for Instruction Tuning

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T13:54:12.988643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5aa2f811-ba9e-4484-94fd-a46aa6addd27 · outbound

This paper cites LIMO: Less is More for Reasoning.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration LIMO: Less is More for Reasoning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:12.247939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b4eb416-90fc-4317-a9b8-3ebc44259303 · outbound

This paper cites Demystifying Long Chain-of-Thought Reasoning in LLMs.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration Demystifying Long Chain-of-Thought Reasoning in LLMs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:12.356144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3566a71f-4fd6-4b5b-a015-432b49a07d72 · outbound

This paper cites MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:12.419030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67f5e408-faec-4e24-b5f0-10d70d4cbaf9 · outbound

This paper cites MAmmoTH2: Scaling Instructions from the Web.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration MAmmoTH2: Scaling Instructions from the Web

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:12.491981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f091e89-3c9f-44a9-beb7-d86e77a6df60 · outbound

This paper cites The Lessons of Developing Process Reward Models in Mathematical Reasoning.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration The Lessons of Developing Process Reward Models in Mathematical Reasoning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:12.565363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7a2ebb3-f77c-4625-9c5d-c6233aca0b42 · outbound

This paper cites The primary simulation prompt used in our study is defined as follows: Simulation Prompt Question:[Question] Rationale so far:s 1, s2,.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration The primary simulation prompt used in our study is defined as follows: Simulation Prompt Question:[Question] Rationale so far:s 1, s2,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:13.337985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 82e19a0b-6ff7-4854-9615-47a97c85060d · outbound

This paper cites Stephane Ross, Geoffrey Gordon, and Drew Bagnell.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration Stephane Ross, Geoffrey Gordon, and Drew Bagnell

Reference 1991

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:11.786035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 147f7653-81cc-48f2-b151-b09e9e5dd72a · outbound

This paper cites Solving quantitative reasoning prob- lems with language models.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration Solving quantitative reasoning prob- lems with language models

Reference 2006

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:14.202366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 43a62dd7-999e-45f2-b515-c2b8cd9e1f68 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration Distilling the Knowledge in a Neural Network

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:11.054184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 659d4e76-03c9-43f3-a3da-4f7e53f89853 · outbound

This paper cites doi: 10.18653/v1/D16-1139.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration doi: 10.18653/v1/D16-1139

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:11.191167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa4d4e13-9293-4e8b-9374-73a2e5fb153f · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration Training Verifiers to Solve Math Word Problems

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:10.659257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a3e54ce-e546-457a-8f7c-0411e833c6cd · outbound

This paper cites Jia Li, Edward Beeching, Lewis Tunstall, Ben Lipkin, Roman Soletskyi, Shengyi Huang, Kashif Rasul, Longhui Yu, Albert Q Jiang, Ziju Shen, et al.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration Jia Li, Edward Beeching, Lewis Tunstall, Ben Lipkin, Roman Soletskyi, Shengyi Huang, Kashif Rasul, Longhui Yu, Albert Q Jiang, Ziju Shen, et al

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:13.919587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a16c18a8-03ad-49be-93e6-89f8b6abc73c · outbound

This paper cites doi: 10.18653/v1/2024.acl-long.211.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration doi: 10.18653/v1/2024.acl-long.211

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:10.985098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf700634-8213-4982-85c9-ab123e1edc31 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:10.837748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.