Paper Citation Record · LEDGER

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search

As of 19 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2607.24223.

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

pith.paper-citation-record.v1
2607.24223 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T03:47:34.064137Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

42 of 42 outbound references displayed

verified exact0
verified fuzzy0
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c7d5efe6-3c15-46de-88fe-cbcaa6939392 · outbound

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

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.867545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcd799d2-18d4-444f-9c10-882af19c102a · outbound

This paper cites an unresolved cited work.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.873438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 047487f0-7224-4874-a764-2a0d88990d3f · outbound

This paper cites an unresolved cited work.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.883016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6d51a82-8f2b-4850-8f50-bcdb788ad6e8 · outbound

This paper cites Many-Shot CoT-ICL: Making In-Context Learning Truly Learn.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Many-Shot CoT-ICL: Making In-Context Learning Truly Learn

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.887805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75b6091f-637d-42a8-85ad-fa1f1d8337b7 · outbound

This paper cites an unresolved cited work.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.893069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6474088a-ef50-4232-ac73-88f06e4c8e41 · outbound

This paper cites Nvidia nemo retriever’s agentic retrieval pipeline.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Nvidia nemo retriever’s agentic retrieval pipeline

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.897999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69dbfe6c-4146-4391-b37f-6c93c8ca3c5e · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.902486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eeb3d95-ee34-4425-9e97-8644c9d9ec5f · outbound

This paper cites Rethinking Agentic Search with Pi-Serini: Is Lexical Retrieval Sufficient?.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Rethinking Agentic Search with Pi-Serini: Is Lexical Retrieval Sufficient?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.909502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cddbc082-47de-4c70-bc91-dc8b50be5f4d · outbound

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

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.914444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83cf2249-aa3c-492c-a45c-ebfa8a1424b5 · outbound

This paper cites an unresolved cited work.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.919815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98f8c122-5f0d-402e-8d77-0c31936f74a2 · outbound

This paper cites an unresolved cited work.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.924319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6a2cf37-6748-4f49-ab0d-10a472b35086 · outbound

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

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Search-o1: Agentic Search-Enhanced Large Reasoning Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.928811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2f58a6d-f648-4c24-8bbd-8afd5a9fc660 · outbound

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

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search WebThinker: Empowering Large Reasoning Models with Deep Research Capability

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.933859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3903f60-36ec-4e40-81ea-5472d8b2cc1a · outbound

This paper cites Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.938722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e231321a-a76d-4b10-98b5-ceb7ced9c242 · outbound

This paper cites MiA-Signature: Approximating Global Activation for Long-Context Understanding.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search MiA-Signature: Approximating Global Activation for Long-Context Understanding

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.943383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2039b6b5-885d-4412-abc6-b35eb8dc3d46 · outbound

This paper cites Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.947998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f68951c-3db5-4ef2-9b4c-7b5bd3777df8 · outbound

This paper cites an unresolved cited work.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.952802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 934ccb6d-25b2-4079-95fe-b94f59592794 · outbound

This paper cites an unresolved cited work.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.957484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43d853b2-bfd2-480d-98ee-be821bdceae0 · outbound

This paper cites an unresolved cited work.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.961809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceb15e10-4200-4640-9fda-6f156d72e41d · outbound

This paper cites an unresolved cited work.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.966165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fffa0d9-7198-4eeb-ad35-675815a5a037 · outbound

This paper cites 2009.The probabilistic relevance framework: BM25 and beyond, volume 4.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search 2009.The probabilistic relevance framework: BM25 and beyond, volume 4

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.970373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9de2b9b3-7fa3-449d-af7a-b9019c49c441 · outbound

This paper cites GrepSeek: Training Search Agents for Direct Corpus Interaction.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search GrepSeek: Training Search Agents for Direct Corpus Interaction

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.974579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99c80627-83ed-4e5f-8039-72d77be7d0f2 · outbound

This paper cites Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.979482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b7cc82f-f63b-43a6-a74b-a7d4e278ab7c · outbound

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

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.984059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e71a8907-bd5f-459b-acc0-3843a81737cb · outbound

This paper cites an unresolved cited work.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.988903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acb3bd87-15c8-404e-929d-e6158921b3b6 · outbound

This paper cites an unresolved cited work.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.993468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acbc7984-eaf3-4b28-82e8-f89ee2eb31ef · outbound

This paper cites an unresolved cited work.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.998069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52776d8f-651c-4062-8522-9ff49e54c7c8 · outbound

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

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search ReAct: Synergizing Reasoning and Acting in Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:34.002493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46f9c0ee-265d-4d05-af2f-82b9059030e0 · outbound

This paper cites PRELUDE: A Benchmark Designed to Require Global Comprehension and Reasoning over Long Contexts.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search PRELUDE: A Benchmark Designed to Require Global Comprehension and Reasoning over Long Contexts

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:34.007172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94556818-82bb-429c-bc25-4a9a6727f89e · outbound

This paper cites an unresolved cited work.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:34.011742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32724dd9-2b59-44f9-8f46-bf5032f66271 · outbound

This paper cites ExpSeek: Self-Triggered Experience Seeking for Web Agents.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search ExpSeek: Self-Triggered Experience Seeking for Web Agents

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:34.021263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63c1686b-7e55-4b1c-a857-c18dfb991092 · outbound

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

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:34.025809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75195e18-817c-4c36-af26-5c9c200f050d · outbound

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

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:34.030638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b24d4341-8177-40ac-9949-75545b3256b2 · outbound

This paper cites an unresolved cited work.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:34.035377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e593575-0fe2-4352-8b10-4512cb344432 · outbound

This paper cites Towards Retrieving Interaction Spaces for Agentic Search.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Towards Retrieving Interaction Spaces for Agentic Search

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:34.045211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66315fe6-0a7c-433d-90fd-f25065d8036e · outbound

This paper cites an unresolved cited work.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:34.050464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation effd0972-68a4-47dc-bc55-66e4d93bb265 · outbound

This paper cites an unresolved cited work.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:34.055132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 998e38d7-e5ee-4395-881c-f88d6e71bf29 · outbound

This paper cites pattern" to search only within recalled documents. May be called multiple times with different queries to create multiple scopes. Parameters. {.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search pattern" to search only within recalled documents. May be called multiple times with different queries to create multiple scopes. Parameters. {

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:34.059603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8459fa4d-0013-46c1-8cbd-c3fd2711c610 · outbound

This paper cites Russell David Lyons . . . Ph.D., August 1983, Mathematics.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Russell David Lyons . . . Ph.D., August 1983, Mathematics

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:34.064137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a6f49c9-4de5-4f3e-989e-3f62b05ef0ba · outbound

This paper cites InFindings of the Association for Computational Linguistics: EMNLP 2024, pages 11057–11070.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search InFindings of the Association for Computational Linguistics: EMNLP 2024, pages 11057–11070

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:33.878377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b0d1ec7-1d7e-45cf-90f6-2fa2f425a559 · outbound

This paper cites InF orty-third International Conference on Machine Learning.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search InF orty-third International Conference on Machine Learning

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:34.039899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea0ffecf-a7c3-4f0e-b121-fae8f549e9e6 · outbound

This paper cites Rethinking Agentic RAG: Toward LLM-Driven Logical Retrieval Beyond Embeddings.

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Rethinking Agentic RAG: Toward LLM-Driven Logical Retrieval Beyond Embeddings

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-04T03:47:34.016416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.