Paper Citation Record · LEDGER

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval

As of 7 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2505.23059.

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

pith.paper-citation-record.v1
2505.23059 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:57:26.072024Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

30 of 30 outbound references displayed

verified exact0
verified fuzzy0
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15c67243-baf2-404f-a261-35fb7f2a51c0 · outbound

This paper cites Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:23.230459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d5c27d0-f301-4f93-8528-26ea52656b39 · outbound

This paper cites Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:23.339626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07f40a7c-e6ff-49ae-bf87-c5e3ebd6e34a · outbound

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

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:23.428588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50157095-6c40-4f00-bcf1-0760faa5b575 · outbound

This paper cites Unsupervised Dense Information Retrieval with Contrastive Learning.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Unsupervised Dense Information Retrieval with Contrastive Learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:23.538521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd4ef24f-b3e9-4a7b-97c7-8b6325083a1a · outbound

This paper cites an unresolved cited work.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:23.633768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb443729-0a07-4c96-bcc1-fb66c56a6af4 · outbound

This paper cites When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:23.731384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9382382-cc92-43c0-80fc-082906b74c78 · outbound

This paper cites Search-o1: Agentic Search-Enhanced Large Reasoning Models.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Search-o1: Agentic Search-Enhanced Large Reasoning Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:23.811128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70607098-17ca-46f1-9edd-b6cfa0277446 · outbound

This paper cites State Machine of Thoughts: Leveraging Past Reasoning Trajectories for Enhancing Problem Solving.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval State Machine of Thoughts: Leveraging Past Reasoning Trajectories for Enhancing Problem Solving

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:23.864522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b66d6b6f-068c-43f8-b0fa-1d08bfc82a9e · outbound

This paper cites Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:23.967398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e4c2eb3-a297-43e9-8370-b538d255eaac · outbound

This paper cites O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:24.089819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17a20eee-92b0-4bdb-9bd4-9d79d3ed3c95 · outbound

This paper cites an unresolved cited work.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:57:26.906623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 813b999b-e640-4f6a-9136-21e6adbd426b · outbound

This paper cites an unresolved cited work.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:24.323504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b139af40-2993-436a-a4c0-b3a3e57920d4 · outbound

This paper cites Passage Re-ranking with BERT.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Passage Re-ranking with BERT

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:24.437080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07a83938-22c7-4382-b97f-67e99fc6aab2 · outbound

This paper cites an unresolved cited work.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:24.576313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bca0e11b-85cf-4eb6-ba09-e91000abc8eb · outbound

This paper cites an unresolved cited work.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:24.701359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54acbdd5-ff57-437a-bf15-671d44e95496 · outbound

This paper cites ReasonIR: Training Retrievers for Reasoning Tasks.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval ReasonIR: Training Retrievers for Reasoning Tasks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:24.831143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4c4a740-fc8a-4ed8-8feb-95f2edad605d · outbound

This paper cites an unresolved cited work.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:57:26.714542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6ed4aeb8-0c86-485b-8b58-1df5f45f9214 · outbound

This paper cites BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:25.045421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7813de54-dee4-4447-b938-4dcf4b446219 · outbound

This paper cites Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:25.107901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bffd685-53c2-4e7a-8109-0f79a1704d86 · outbound

This paper cites an unresolved cited work.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:57:26.559183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 37736fc8-d660-49c1-b2d2-3ed5bad0e32c · outbound

This paper cites an unresolved cited work.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:25.262129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8303a63-9e0e-4df0-b1c9-91539264b58b · outbound

This paper cites BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:25.359608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2df3b569-de6c-4746-9b88-90c0c388d0fa · outbound

This paper cites GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:25.443501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 265f2adf-4fab-44f6-a91e-9f64fe7d475c · outbound

This paper cites Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:25.531266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69dc49a3-1e96-4d84-a574-26163f7ecae3 · outbound

This paper cites an unresolved cited work.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:25.609046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e788f6b-9314-48e4-b0d3-b780e58e4c50 · outbound

This paper cites Rank1: Test-Time Compute for Reranking in Information Retrieval.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Rank1: Test-Time Compute for Reranking in Information Retrieval

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:25.687515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4976d9b8-dbe6-466e-ad79-98ccd3773e0a · outbound

This paper cites an unresolved cited work.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:25.796588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d86b7bbf-0226-48f0-b2ef-faba15fc369b · outbound

This paper cites Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:25.896630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 676e45f1-10ea-4c23-8ef2-5288df872bd8 · outbound

This paper cites online" 'onlinestring :=.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval online" 'onlinestring :=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:25.996588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aa7999d-4ffe-4ff9-bdc0-f5f006c54cdf · outbound

This paper cites write newline.

From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval write newline

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:26.072024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.