Paper Citation Record · LEDGER

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary?

As of 8 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 3 inbound Pith citation observations for arXiv:2505.16886.

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

pith.paper-citation-record.v1
2505.16886 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:54:55.109334Z

measured 36 of 36 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T03:15:29.821448Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T07:01:01.728078Z

Reference resolution

33 of 33 outbound references displayed

verified exact0
verified fuzzy2
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 81406879-384b-4822-806e-4ce9769d8262 · outbound

This paper cites MS MARCO: A Human Generated MAchine Reading COmprehension Dataset.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? MS MARCO: A Human Generated MAchine Reading COmprehension Dataset

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:51.103114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48a6d8fd-dc13-4612-838f-74dbfde951f2 · outbound

This paper cites Voorhees, and Ian Soboroff.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Voorhees, and Ian Soboroff

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:56.831649Z

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 c151c5b5-190f-4b7f-a90b-fc73ceccd907 · outbound

This paper cites an unresolved cited work.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:54:56.583734Z

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 90f7903b-a86a-42ec-b9d7-cb19dae2c2db · outbound

This paper cites Overview of the TREC 2019 deep learning track.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Overview of the TREC 2019 deep learning track

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:51.388889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bff0b1ff-6f6d-4710-9776-87f968752604 · outbound

This paper cites Overview of the TREC 2020 deep learning track.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Overview of the TREC 2020 deep learning track

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:51.479831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94979b25-92c3-4726-a349-a5b0f363bb4d · outbound

This paper cites Rahmani, Daniel Campos, Jimmy Lin, Ellen M.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Rahmani, Daniel Campos, Jimmy Lin, Ellen M

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:54:56.330575Z

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 0982bc71-e987-435b-bd22-30a5688129ba · outbound

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

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:51.654870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4b30a36-5fbd-4059-8bf5-980344bf2ca8 · outbound

This paper cites an unresolved cited work.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:51.762537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ccc9a2d-158d-4614-a085-264565238e96 · outbound

This paper cites an unresolved cited work.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:51.877171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e032680e-d528-4209-b086-b56ae0aaa512 · outbound

This paper cites an unresolved cited work.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:51.952752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b050e39-0868-4e0b-8253-d1b4889bf9c4 · outbound

This paper cites an unresolved cited work.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:52.051104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b050438-5186-4fb4-a8b9-4642b9f5acf7 · outbound

This paper cites an unresolved cited work.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:52.157757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d28a004a-fe63-4c2f-93b0-04ce24017cd3 · outbound

This paper cites Reasoning Models Can Be Effective Without Thinking.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Reasoning Models Can Be Effective Without Thinking

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:52.247884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbf9c899-3ed6-4881-a8bb-9734a7ef77a5 · outbound

This paper cites an unresolved cited work.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:52.312458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0506e24-9688-42c2-8c9c-067eac4fced9 · outbound

This paper cites an unresolved cited work.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:54:56.030317Z

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 e065bada-4176-4ff3-a653-b36cdf8f6fa4 · outbound

This paper cites Self-Training Elicits Concise Reasoning in Large Language Models.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Self-Training Elicits Concise Reasoning in Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:52.618710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2263abc4-98d4-44ca-a1af-8c1d097a2b50 · outbound

This paper cites an unresolved cited work.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:52.793174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bc66168-be97-4566-a60c-671d9c299e12 · outbound

This paper cites ReasonIR: Training Retrievers for Reasoning Tasks.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? ReasonIR: Training Retrievers for Reasoning Tasks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:52.963024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5641228a-8af0-4c9c-8d41-d4b0b2f550d3 · outbound

This paper cites an unresolved cited work.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:53.161592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b174b2c-64e1-47e1-bb75-3496c765dd91 · outbound

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

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:53.386829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2d14d69-7afe-453a-bea4-8b94a2d51cc7 · outbound

This paper cites an unresolved cited work.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:53.555562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4d8ccff-bfe8-42c9-ae93-abc917b49dd6 · outbound

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

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:53.709877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74538d28-c685-4bbf-88c4-f6b6c617b7dd · outbound

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

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Rank1: Test-Time Compute for Reranking in Information Retrieval

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:53.882165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbeac714-062e-4c17-be65-703d360d7eed · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:53.979973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4c95d5b-06e2-46c9-af06-52381bfd7a29 · outbound

This paper cites an unresolved cited work.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:54.117444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8641bf9-3d1f-436c-a334-1f691978dc66 · outbound

This paper cites O1 Embedder: Let Retrievers Think Before Action.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? O1 Embedder: Let Retrievers Think Before Action

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:54.234061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd52e6cc-8252-4d78-aac0-70b14f01c4ab · outbound

This paper cites Qwen3 Technical Report.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Qwen3 Technical Report

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:54.359523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 859ec47c-0b12-4c2e-baeb-efce6fdda155 · outbound

This paper cites Qwen2.5 Technical Report.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Qwen2.5 Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:54.474405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe40850a-91f5-4aae-a544-28358b2e109e · outbound

This paper cites Distilling System 2 into System 1.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Distilling System 2 into System 1

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:54.608108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c480737-9f3c-4502-b18a-e2aa38d4cd33 · outbound

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

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:54.743298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74ead471-f324-4685-bbab-68feff2271ac · outbound

This paper cites an unresolved cited work.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:54.824871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 592b6f44-12ac-43db-8591-87439b6c0428 · outbound

This paper cites online" 'onlinestring :=.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? online" 'onlinestring :=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:54.954364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c01d3fcc-55e0-4da3-9abb-7094a5974b47 · outbound

This paper cites write newline.

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? write newline

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:54:55.109334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2b7fb0cf-af0e-40e2-937f-1e14f52edbd8 · inbound

Investigating Thinking Behaviours of Reasoning-Based Language Models for Social Bias Mitigation cites this paper.

Investigating Thinking Behaviours of Reasoning-Based Language Models for Social Bias Mitigation Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary?

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-18T07:01:01.730934Z

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 c0a395b6-171b-4d72-940b-203fa6071842 · inbound

Prism-Reranker: Beyond Relevance Scoring -- Jointly Producing Contributions and Evidence for Agentic Retrieval cites this paper.

Prism-Reranker: Beyond Relevance Scoring -- Jointly Producing Contributions and Evidence for Agentic Retrieval Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary?

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:31:15.610235Z

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 7d9737d2-e1ae-4bc4-95f0-a91bef1faef7 · inbound

TabRank: Chain-of-Thought Distillation for Table Re-Rankers cites this paper.

TabRank: Chain-of-Thought Distillation for Table Re-Rankers Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary?

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T03:15:29.821448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.