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Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:54:11.125264Z digest=sha256:e30d74cc76c55ef46d1f3f5ab8fd6d6b43949896932a07dad7400b04df3f4701

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:54:11.445985Z digest=sha256:6f48d42f3b75e0db988e9daf5578543aebe6aa5d46eb0b5714f1a47abcc0dabb

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:54:11.525053Z digest=sha256:46056ba644253064e48354e222a07adf30ce26ac92e34ec0493b4ef3f175b238

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:54:11.617040Z digest=sha256:bc4a9be1ee74ffa8596732a1275fa1bb5be529aeaf462c2101cb7002384d023a

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:54:11.715366Z digest=sha256:f57c08b87cee6229745e2b79c4180a3ccb6fb954a2f897d1d8fc0e13ec0fca1d

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:54:11.861375Z digest=sha256:a0ad30e24be1e0708deac07f120c7b04ee02d8c8c7a028cf0982d039ea9a1acc

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:54:11.933052Z digest=sha256:51e948f9b112f1bab706da641005b1101a8451647674638b3712f761161fcb3a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:54:12.046949Z digest=sha256:f8cbff7dc5163ff33d735af709b13a8d521124e5f77320f2228fbd5c9b5a5ffd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:54:12.133054Z digest=sha256:21f4e59b431d39a481e057d6f7cc3dd1a6f0a54c8567a85df42a613b3f37767d

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:54:12.247939Z digest=sha256:d92a50e5da651d73e0dcca59ade0d31553f628f167ae6eb7789b8d57afeaee07

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:54:12.356144Z digest=sha256:1f088082e996842bf92a8bf3859742fbb34a258c676f7cf9103c3f2e16298f35

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.

source=pdf_text observed=2026-08-07T13:54:12.419030Z digest=sha256:3cb23e37624c90ce06458a6cf5e9ac1d08cb02be96cd0935986bd30d01299b96

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.

source=pdf_text observed=2026-08-07T13:54:12.491981Z digest=sha256:1c695330cf38b341b13018b26f6e8cc3bfe3f98be16b52c2f8898e4f561a2545

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.

source=pdf_text observed=2026-08-07T13:54:12.565363Z digest=sha256:f14ca2781802a6e1740765d335e34e8be304eef0199d0567c8217143f532f897

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:54:12.633232Z digest=sha256:796b7f445360bf37c10f8f1d2aa7b6436ced15a5811a9034c610ef46b2eb36a0

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:54:11.786035Z digest=sha256:1e62b8f674b3ee362cc2ea83971b0e128ca45c3467e0cc4563bc1513a446cec3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:54:11.278783Z digest=sha256:ad0d8fd5fe6912767ed746be3caefd0c76777bd55003d72b17671be799f68f74

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

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source=pdf_text observed=2026-08-07T13:54:11.054184Z digest=sha256:8f6d4c63b17fd59a5e5d142f5bd0f59966703bf961e9a8073bbe6eaf8c6bf278

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
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source=pdf_text observed=2026-08-07T13:54:11.191167Z digest=sha256:7e1cb71da23ffe188b5447150de2e9897a0c6bbce1e1397fe6c0014acc4c9622

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.

source=pdf_text observed=2026-08-07T13:54:10.659257Z digest=sha256:9dea21f8b7adcf0225cbff2cbbea3f554e0d8700492bed470b540d24895c1036

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:54:11.377904Z digest=sha256:55f9c3176e31908acc8ec70bfa2579c14c81560ef26ad5db128d34755d9dd1d3

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:54:10.985098Z digest=sha256:6cc26880c1c20e3ecee7d6a0c51900c0009d091bee2aa87abbfb29d22712cd3b

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:54:10.837748Z digest=sha256:45960c71a3968f54a8bb786a9c9389c6a11ee0eafe813c0ef8f3f831f013c368

Pith citing papers

No inbound Pith citation observations are available.