Paper Citation Record · LEDGER

Toward Adaptive Reasoning in Large Language Models with Thought Rollback

As of 21 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 2 inbound Pith citation observations for arXiv:2412.19707.

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

pith.paper-citation-record.v1
2412.19707 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:08:01.682987Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T08:09:47.460883Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T19:46:10.716427Z

Reference resolution

40 of 40 outbound references displayed

verified exact0
verified fuzzy22
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7346f539-3197-450e-bdb2-a94222fd71fa · outbound

This paper cites Learning From Mistakes Makes LLM Better Reasoner.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Learning From Mistakes Makes LLM Better Reasoner

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:01.357232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 996fd295-1f92-483f-aa7b-f377dafd20cb · outbound

This paper cites Graph of Thoughts: Solving Elaborate Problems with Large Language Models.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:01.364378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e47ec12-b47e-4225-b5da-381232fde2a4 · outbound

This paper cites D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:01.372387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c288cdc-d976-45cf-8d4b-f0e9d094d30a · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:01.381109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fea906d-0fed-469d-b46c-b321620e805e · outbound

This paper cites an unresolved cited work.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:08:03.195920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ae9b30ac-935a-471c-9a8e-fa5e07a137e5 · outbound

This paper cites Theoremqa: A theorem-driven question answering dataset.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Theoremqa: A theorem-driven question answering dataset

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:03.166283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5847cc9b-221a-49fd-baae-6e9f08bbf27e · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Training Verifiers to Solve Math Word Problems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:01.410936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c76a0303-9342-47cc-aa1f-a8a964f91b80 · outbound

This paper cites Complexity-based prompting for multi-step reasoning.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Complexity-based prompting for multi-step reasoning

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:03.116700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 80fc44fb-beb9-481c-ae54-482a3c027ca8 · outbound

This paper cites Pal: Program-aided language models.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Pal: Program-aided language models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:01.425924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a3a8bd4-55ec-4e23-9a6e-6a7f0f3f6896 · outbound

This paper cites A., Schult, D.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback A., Schult, D

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:03.061916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 409b74e3-c611-409e-b426-b9e2edbca6ab · outbound

This paper cites Measuring massive multitask language understanding.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Measuring massive multitask language understanding

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:03.023558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 321ac0e3-da15-4285-9c67-705877ea09f8 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Measuring Mathematical Problem Solving With the MATH Dataset

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:01.446166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f45716c1-6c21-4ddf-95d1-017ccf2d8ede · outbound

This paper cites S., Yu, A.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback S., Yu, A

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.985308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 16243df9-c930-487a-aa75-bd62c7dbcb35 · outbound

This paper cites B., and Ba, J.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback B., and Ba, J

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.955711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 63a775a9-f94a-431a-80dd-7ad594050eb4 · outbound

This paper cites S., Reid, M., Matsuo, Y., and Iwasawa, Y.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback S., Reid, M., Matsuo, Y., and Iwasawa, Y

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.921801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b2b760a3-24ec-4492-97c3-86878f88bd9c · outbound

This paper cites Better Zero-Shot Reasoning with Role-Play Prompting.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Better Zero-Shot Reasoning with Role-Play Prompting

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:01.477508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0296082d-31f0-4b2c-be79-a28b4d9e4233 · outbound

This paper cites Let's verify step by step.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Let's verify step by step

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.885299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 02f3c157-e300-4047-bc17-efef20293131 · outbound

This paper cites Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:01.494339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88ec75ed-7757-4537-a8bc-bc48aded92c2 · outbound

This paper cites Deductive verification of chain-of-thought reasoning.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Deductive verification of chain-of-thought reasoning

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.844279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 83529835-dc8c-4b9d-80c1-0e50e245b31d · outbound

This paper cites F., Lin, K., Hewitt, J., Paranjape, A., Bevilacqua, M., Petroni, F., and Liang, P.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback F., Lin, K., Hewitt, J., Paranjape, A., Bevilacqua, M., Petroni, F., and Liang, P

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.813460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f511dde8-b8d6-4e0b-a328-57135f3d2ac5 · outbound

This paper cites Reasoning on graphs: Faithful and interpretable large language model reasoning.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Reasoning on graphs: Faithful and interpretable large language model reasoning

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.766861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fa5ad8a5-7634-49b2-8b99-2400c30af3fa · outbound

This paper cites Faithful chain-of-thought reasoning.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Faithful chain-of-thought reasoning

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.731450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9d15fb6d-de76-440f-a336-2f6bb7a1e688 · outbound

This paper cites Self-Refine: Iterative Refinement with Self-Feedback.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Self-Refine: Iterative Refinement with Self-Feedback

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:01.541549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbadeb41-043a-4424-a3b7-15a8465f6b73 · outbound

This paper cites GPT-4 Technical Report.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback GPT-4 Technical Report

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:01.551722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1069658-421f-4e05-a3cd-f200fca5eb41 · outbound

This paper cites Are NLP Models really able to Solve Simple Math Word Problems?.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Are NLP Models really able to Solve Simple Math Word Problems?

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:01.560075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d3754cf-0e03-4115-8283-ae5849f9b742 · outbound

This paper cites Is chatgpt a general-purpose natural language processing task solver? In Proc.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Is chatgpt a general-purpose natural language processing task solver? In Proc

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.687736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f5042be9-7275-429b-b22b-dd202261365f · outbound

This paper cites Boosting of thoughts: Trial-and-error problem solving with large language models.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Boosting of thoughts: Trial-and-error problem solving with large language models

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.653472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 790feb83-60c4-4440-8b7e-40a0b0d765ab · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:01.585318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f99b4d59-24ea-492d-8304-b1d8eb8af883 · outbound

This paper cites Self-consistency improves chain of thought reasoning in language models.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Self-consistency improves chain of thought reasoning in language models

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.627022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6fbc3574-6564-4eee-a50a-6ceb605f2e2f · outbound

This paper cites V., Zhou, D., et al.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback V., Zhou, D., et al

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:01.598121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb5ceaa1-cf29-405a-a1e6-568546a38b40 · outbound

This paper cites Large language models are better reasoners with self-verification.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Large language models are better reasoners with self-verification

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.551837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4ca96c19-260e-4267-8be8-343a3eae40fc · outbound

This paper cites Get an a in math: Progressive rectification prompting.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Get an a in math: Progressive rectification prompting

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.492261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4d984af4-c3ea-4fb9-948c-e75b0ac0e71a · outbound

This paper cites L., Cao, Y., and Narasimhan, K.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback L., Cao, Y., and Narasimhan, K

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.436005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9e50a0f9-7ab8-420e-9d79-f377f0a6194d · outbound

This paper cites Thought propagation: An analogical approach to complex reasoning with large language models.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Thought propagation: An analogical approach to complex reasoning with large language models

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.393670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e71270ef-7d13-4644-91bc-2908c52da7c4 · outbound

This paper cites Cumulative Reasoning with Large Language Models.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Cumulative Reasoning with Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:01.641277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2efd5f5-24dc-45bd-a544-21d51189f995 · outbound

This paper cites Automatic chain of thought prompting in large language models.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Automatic chain of thought prompting in large language models

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.351227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation baf648a6-0088-45b0-bb77-058e378a2098 · outbound

This paper cites Automatic model selection with large language models for reasoning.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Automatic model selection with large language models for reasoning

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.319519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3e8b8650-f18b-4f7a-809b-2af805169d5c · outbound

This paper cites Progressive-Hint Prompting Improves Reasoning in Large Language Models.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Progressive-Hint Prompting Improves Reasoning in Large Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:01.667251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0fda878-0168-44b8-8021-059d0427905a · outbound

This paper cites Solving challenging math word problems using gpt-4 code interpreter with code-based self-verification.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback Solving challenging math word problems using gpt-4 code interpreter with code-based self-verification

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:08:02.274914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8c120fb7-3732-445f-999c-fdf3c4204232 · outbound

This paper cites write newline.

Toward Adaptive Reasoning in Large Language Models with Thought Rollback write newline

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T00:08:01.682987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation fd7ab10b-fd58-4093-8c79-7aea143b61d8 · inbound

Think When Needed: Model-Aware Reasoning Routing for LLM-based Ranking cites this paper.

Think When Needed: Model-Aware Reasoning Routing for LLM-based Ranking Toward Adaptive Reasoning in Large Language Models with Thought Rollback

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T08:09:47.460883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54084f78-0960-4e64-ae7c-7e8fa0fe1b1a · inbound

LinTree: Improving LLM Reasoning with Explicitly Structured Search Histories cites this paper.

LinTree: Improving LLM Reasoning with Explicitly Structured Search Histories Toward Adaptive Reasoning in Large Language Models with Thought Rollback

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:46:10.718320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.