Paper Citation Record · LEDGER

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools

As of 7 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2604.07927.

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

pith.paper-citation-record.v1
2604.07927 v3

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T18:36:45.297356Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

33 of 33 outbound references displayed

verified exact17
verified fuzzy1
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b96d2e2d-4311-4d57-af8b-3ec46382e4b0 · outbound

This paper cites an unresolved cited work.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-16T17:21:08.777828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 42edadf2-6318-4011-86ed-b34ba344d29a · outbound

This paper cites an unresolved cited work.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-16T17:21:08.785818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 02aff465-2ae5-4733-a76f-dd37c7b80b58 · outbound

This paper cites an unresolved cited work.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-16T17:21:08.775682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 00503c31-3742-48f2-8f81-be777ec40772 · outbound

This paper cites xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:15:55.581841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 43c21c55-8956-4051-ace6-6b9bb714a636 · outbound

This paper cites Agent-R1: A Unified and Modular Framework for Agentic Reinforcement Learning.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Agent-R1: A Unified and Modular Framework for Agentic Reinforcement Learning

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-02T02:03:36.165646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 03b5deb4-fe49-4f9a-a810-762101255c80 · outbound

This paper cites an unresolved cited work.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-16T17:21:08.773580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bf0fbdd8-9f19-4eab-8162-070a5b710fa8 · outbound

This paper cites an unresolved cited work.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-16T17:21:08.781647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1454301f-45d2-4014-b32f-00a94490c172 · outbound

This paper cites an unresolved cited work.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-16T17:21:08.779701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ee60e171-208b-4c79-9c3f-f04842a695c6 · outbound

This paper cites CoSearchAgent: A Lightweight Collaborative Search Agent with Large Language Models.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools CoSearchAgent: A Lightweight Collaborative Search Agent with Large Language Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:15:55.590519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d9eeb6eb-eb05-4145-95e2-5d8521a952c4 · outbound

This paper cites an unresolved cited work.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-16T17:21:08.771341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9fc423bc-2d05-46ce-affa-8ba0c1b7d931 · outbound

This paper cites an unresolved cited work.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-16T17:21:08.783752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4db75abe-334b-47f5-a458-26f7b33b1a83 · outbound

This paper cites Simpleqa verified: A reliable factuality benchmark to measure parametric knowledge.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Simpleqa verified: A reliable factuality benchmark to measure parametric knowledge

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T00:15:55.597101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 46a2a182-8ae1-49a6-858c-f2708a87e9fc · outbound

This paper cites OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:15:55.718783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 90c08047-b6b1-471e-9555-c08a2e1d1370 · outbound

This paper cites Deep Research Agents: A Systematic Examination And Roadmap.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Deep Research Agents: A Systematic Examination And Roadmap

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:15:55.675727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 924bcaf5-b569-445a-b384-50ab2fc19d96 · outbound

This paper cites an unresolved cited work.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-16T17:21:08.763651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f343a290-ebc9-445a-b1d9-dd277c00e991 · outbound

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

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:15:55.739887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 600a5450-5dd1-482e-8402-18e29a3662df · outbound

This paper cites Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:15:55.607096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 19cc1aee-a097-40d6-a309-db8e1620cd96 · outbound

This paper cites an unresolved cited work.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-16T17:21:08.769128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 57401f86-602e-4f1f-9e04-001eb020c8c7 · outbound

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

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Search-o1: Agentic Search-Enhanced Large Reasoning Models

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:36:27.820666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d490a93d-4cae-4808-bb00-5283f2e8bee9 · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:42:33.015345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7ac12d9f-2a0b-415f-8407-bfc325732ae7 · outbound

This paper cites 2008.Intro- duction to Information Retrieval.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools 2008.Intro- duction to Information Retrieval

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:21:08.759165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 21e1bfa4-200f-4e1b-8cfd-5c28d04b88f7 · outbound

This paper cites an unresolved cited work.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-05-16T17:21:08.761390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e061b8c6-3db8-4c7b-b2e6-8841c1699c92 · outbound

This paper cites an unresolved cited work.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-05-16T17:21:08.756825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2964f123-478d-4660-a0c3-4aa02425eaf5 · outbound

This paper cites R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:37:17.866238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c2802248-0c30-4cdc-baca-6c6d74bd97a5 · outbound

This paper cites arXiv preprint arXiv:2502.05957 , year=.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools arXiv preprint arXiv:2502.05957 , year=

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:15:55.655979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 723a4754-b539-4ee9-bc35-f07de6b59ffe · outbound

This paper cites Measuring short-form factuality in large language models.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Measuring short-form factuality in large language models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-15T06:45:50.345693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 52fbe3a7-a5e8-4bc4-a7ac-c2ed0bd5b645 · outbound

This paper cites WebWalker: Benchmarking LLMs in Web Traversal.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools WebWalker: Benchmarking LLMs in Web Traversal

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:15:55.614890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation aa7d9bc8-40b5-497a-81a7-ea8141b97110 · outbound

This paper cites Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:15:55.752191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8a585ce1-2aa6-4d79-949b-efeded4a032b · outbound

This paper cites AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T00:15:55.707347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 404fca9b-68e4-474f-9938-2353cb8fa195 · outbound

This paper cites an unresolved cited work.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-05-16T17:21:08.766873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 147c9799-1765-41d1-b938-1ef7f67fe477 · outbound

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

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools ReAct: Synergizing Reasoning and Acting in Language Models

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-11T00:15:55.621233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bde2061b-1423-4054-b026-064d5e71af41 · outbound

This paper cites AgentOrchestra: Orchestrating Multi-Agent Intelligence with the Tool-Environment-Agent(TEA) Protocol.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools AgentOrchestra: Orchestrating Multi-Agent Intelligence with the Tool-Environment-Agent(TEA) Protocol

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-29T02:04:54.387951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6a7caa46-7b2a-4639-a2da-288252c8e801 · outbound

This paper cites DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments.

EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-16T19:58:59.023888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

No inbound Pith citation observations are available.