Paper Citation Record · LEDGER

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents

As of 7 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2608.01913.

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

pith.paper-citation-record.v1
2608.01913 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T18:27:16.735510Z

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 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

36 of 36 outbound references displayed

verified exact0
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation afb4b1f5-8cf6-4bcd-8afe-8cf4c93670fe · outbound

This paper cites an unresolved cited work.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.518962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 433431af-802c-45eb-a0e1-a0c1f76c904a · outbound

This paper cites an unresolved cited work.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.524662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eddd6ac-f0b7-4e57-874a-18401db14dac · outbound

This paper cites ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.530214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9a20081-98e7-4e88-b526-3a1de59413f1 · outbound

This paper cites an unresolved cited work.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.537411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5baf32c9-1a6a-4bd9-b449-8fdc2e8f2485 · outbound

This paper cites an unresolved cited work.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.550001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8df4932-c621-4bb0-8fd8-062e09276d54 · outbound

This paper cites BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.555580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b85f1896-7d67-40aa-a3bf-4c9232c1d2ff · outbound

This paper cites an unresolved cited work.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.561139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 218d3f47-a16f-4ce0-bbdc-20b953158839 · outbound

This paper cites The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.567639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aee46a9-7bb1-402d-90ef-d351d456d465 · outbound

This paper cites an unresolved cited work.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.573090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cda9e4f6-dcf2-4e8b-b1c6-10f652471b64 · outbound

This paper cites an unresolved cited work.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.581495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e64ce7d5-7755-49fc-b0cb-0a14e0d41085 · outbound

This paper cites Efthimiadis.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Efthimiadis

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.588863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62b39a06-ce20-48a2-bcac-33415aba1e4e · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.594405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15b55cd1-621a-4e0f-811d-028caf8cbae9 · outbound

This paper cites an unresolved cited work.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.600849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 683bc097-968d-43af-8e4a-be7a64dde1bb · outbound

This paper cites WebSailor: Navigating Super-human Reasoning for Web Agent.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents WebSailor: Navigating Super-human Reasoning for Web Agent

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.605599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75f4e19f-28c6-428d-942e-24f85157447b · outbound

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

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Search-o1: Agentic Search-Enhanced Large Reasoning Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.610799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12b47845-4829-449c-be8b-36404dd5f858 · outbound

This paper cites WebThinker: Empowering Large Reasoning Models with Deep Research Capability.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents WebThinker: Empowering Large Reasoning Models with Deep Research Capability

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.618945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37c8e0d4-4b4c-4e5b-87c4-3d701edc3bbf · outbound

This paper cites an unresolved cited work.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.624500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7d2fddc-05a1-4b12-bc15-78666a6b8d54 · outbound

This paper cites Agentic Search in the Wild: Intents and Trajectory Dynamics from 14M+ Real Search Requests.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Agentic Search in the Wild: Intents and Trajectory Dynamics from 14M+ Real Search Requests

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.629407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ef3c19a-6a22-4c0b-91fd-9a2b06773bdd · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents gpt-oss-120b & gpt-oss-20b Model Card

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.635849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfd484f2-9d5f-4f2a-b33d-6294f9ada5a9 · outbound

This paper cites an unresolved cited work.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.642182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 036e13a7-cc70-4c5b-a53e-757ced0da812 · outbound

This paper cites Qwen3 Technical Report.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Qwen3 Technical Report

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.650072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 111998eb-794a-4ef5-88cb-12151d98d3bc · outbound

This paper cites an unresolved cited work.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.655647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82ad5a95-9a51-4d75-a6d2-8e970018bcb2 · outbound

This paper cites an unresolved cited work.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.662616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc85230f-c24d-4af6-bc4c-7fde99cd413a · outbound

This paper cites an unresolved cited work.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.668982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8de9a0fe-ec57-4711-8393-7a2230232f87 · outbound

This paper cites MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.675981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6156d0b1-7115-4cc6-a645-5b8086211d63 · outbound

This paper cites Tongyi DeepResearch Technical Report.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Tongyi DeepResearch Technical Report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.681335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6110c9ec-6e44-4ae2-99e8-44428ea9425b · outbound

This paper cites Acting Less is Reasoning More! Teaching Model to Act Efficiently.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Acting Less is Reasoning More! Teaching Model to Act Efficiently

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.688526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d0ba4b1-5e2b-4838-83ca-5e13e6c72018 · outbound

This paper cites an unresolved cited work.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.695018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bc0d0a2-02c0-49a2-8efa-63e0404f1ed7 · outbound

This paper cites A Survey of LLM-based Deep Search Agents: Paradigm, Optimization, Evaluation, and Challenges.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents A Survey of LLM-based Deep Search Agents: Paradigm, Optimization, Evaluation, and Challenges

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.707483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aabecec-97ca-4895-bc5f-f3b66d2bc9b0 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents ReAct: Synergizing Reasoning and Acting in Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.713677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5c20d92-2d88-4a89-b3e2-324104d5abbf · outbound

This paper cites an unresolved cited work.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.719370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f93ebaef-a01a-4234-b6ec-788194f533a6 · outbound

This paper cites GLM-5: from Vibe Coding to Agentic Engineering.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents GLM-5: from Vibe Coding to Agentic Engineering

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.724299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb7f9497-8034-4cdc-bd1f-661c5188a4fb · outbound

This paper cites an unresolved cited work.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.729168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd213d28-681e-4c0f-90e1-bb50451d52c6 · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.735510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43f11d42-4fc0-455a-af5d-6adc938ebf48 · outbound

This paper cites BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.701833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10e9db44-3f09-4a7f-b338-ace987fd5439 · outbound

This paper cites arXiv:2602.21230 https://arxiv.org/abs/2602.21230.

Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents arXiv:2602.21230 https://arxiv.org/abs/2602.21230

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-04T18:27:16.543605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.