Paper Citation Record · LEDGER

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations

As of 21 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2608.06305.

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

pith.paper-citation-record.v1
2608.06305 v2

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:38:46.018798Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

52 of 52 outbound references displayed

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verified fuzzy0
unresolved52
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 11ad6419-382b-4074-a0e0-9f70539ecc01 · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive NLP tasks , year =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Retrieval-augmented generation for knowledge-intensive NLP tasks , year =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.221849Z

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Observation 69a079f9-987e-4412-b46c-ffc525fe52ae · outbound

This paper cites 2024 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2024 , eprint =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.298497Z

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Observation 84c08daa-0d7e-4ff1-9ebe-1accab55ed36 · outbound

This paper cites and Jones, S.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations and Jones, S

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.380521Z

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Observation 29cb932e-9571-4472-9ca8-b68df84699e6 · outbound

This paper cites 2021 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2021 , eprint =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.426472Z

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Observation b972575d-d9d4-4370-8886-b652a9b8b56a · outbound

This paper cites 2022 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2022 , eprint =

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.436551Z

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Observation 421765b2-eb7f-4031-9d2c-0d0438e8ba87 · outbound

This paper cites an unresolved cited work.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.450384Z

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Observation 709181a5-3b4c-4d44-89b2-380a384d85a9 · outbound

This paper cites 2023 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2023 , eprint =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.453715Z

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Observation bb130a12-cd92-4869-aeef-9b9d293cd622 · outbound

This paper cites 2020 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2020 , eprint =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.457026Z

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Observation c4631627-d8a9-4489-a29c-1739898b45ea · outbound

This paper cites 2023 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2023 , eprint =

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.460598Z

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Observation e08bbd51-d7ac-4bca-85c7-6305fedb1307 · outbound

This paper cites 2023 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2023 , eprint =

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.463553Z

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Observation 5840ace8-f36e-41ce-b0cf-8ebd13c0293f · outbound

This paper cites Toolformer: language models can teach themselves to use tools , year =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Toolformer: language models can teach themselves to use tools , year =

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.466573Z

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Observation f74691e2-e224-40fa-9650-0fa62306e7b1 · outbound

This paper cites 2021 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2021 , eprint =

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.487626Z

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Observation 941e28fb-aad8-41a7-abe8-342e3cce4ace · outbound

This paper cites SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering , abstract =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering , abstract =

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.542737Z

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Observation a828a565-1d78-4cb7-ba1e-f49edea56eff · outbound

This paper cites 2024 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2024 , eprint =

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.598522Z

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Observation d21c4c72-b791-445a-b2ce-5d7572500bb9 · outbound

This paper cites 2024 , howpublished =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2024 , howpublished =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.601816Z

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Observation 633ac127-d6ee-4cee-bc31-5ba86d39b174 · outbound

This paper cites 2026 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2026 , eprint =

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.605036Z

Source-reported events for the cited work

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Observation ac5ffda5-072e-4854-9e8c-6c93c4c05335 · outbound

This paper cites 2026 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2026 , eprint =

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.608066Z

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Observation 4e84af18-ba58-4d89-b986-0bff340e42f6 · outbound

This paper cites 2026 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2026 , eprint =

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.611250Z

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Observation f27b4da3-fc4f-4076-a165-2f1c45ec8d49 · outbound

This paper cites Grep vs Graph: Agentic Search Is Powerful, but Enterprise.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Grep vs Graph: Agentic Search Is Powerful, but Enterprise

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.614279Z

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Observation 9a4ac7d1-fd51-4cc5-bc50-c90cbaf26e18 · outbound

This paper cites 2026 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2026 , eprint =

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.621111Z

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Observation b3c09e37-0a2e-4522-8854-2e9093ee5e40 · outbound

This paper cites 2025 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2025 , eprint =

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.624074Z

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Observation c16e42ee-291b-4df6-9be8-274d2ffb57b7 · outbound

This paper cites 2025 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2025 , eprint =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.627140Z

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Observation 3a08921f-de6f-4934-9971-b7a9b7677ccd · outbound

This paper cites , editor =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations , editor =

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.630242Z

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Observation a3ee94f3-53fa-4a21-93fc-c769d6faa276 · outbound

This paper cites 2025 , howpublished =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2025 , howpublished =

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.671647Z

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Observation f6537c2f-bdf1-4274-a096-a08b6365c2d1 · outbound

This paper cites Introducing the Model Context Protocol.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Introducing the Model Context Protocol

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.738546Z

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Observation 93f80f6c-cef1-40f5-95c3-1e86d2bd4105 · outbound

This paper cites Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.741878Z

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Observation 837c55c5-590e-47c7-ac33-baef118cccdf · outbound

This paper cites Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.747260Z

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Observation 4fa8212b-ecc6-4b4f-a548-5d5ac9707460 · outbound

This paper cites How is ChatGPT 's behavior changing over time? Harvard Data Science Review, 6 0 (2), mar 12 2024.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations How is ChatGPT 's behavior changing over time? Harvard Data Science Review, 6 0 (2), mar 12 2024

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.750566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70ab8d75-0020-4258-ab13-fedef31b1328 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Evaluating Large Language Models Trained on Code

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.753438Z

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Observation 566ce99a-4d71-4132-85be-05ba86ae3937 · outbound

This paper cites Finance accounts 2024--25, volume i.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Finance accounts 2024--25, volume i

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.756703Z

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Observation e7b8159d-2b66-4fd1-b95a-27489616fe42 · outbound

This paper cites V., Clarke, C.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations V., Clarke, C

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.759811Z

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Observation c81905f4-8b3c-452e-a071-9f1a3365a004 · outbound

This paper cites Encoding spreadsheets for large language models.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Encoding spreadsheets for large language models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.762882Z

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Observation 84a98f2f-7387-4220-93b8-65163016271f · outbound

This paper cites Splade: Sparse lexical and expansion model for first stage ranking.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Splade: Sparse lexical and expansion model for first stage ranking

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.766144Z

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Unavailable: canonical work link unavailable.

Observation a74f851e-a008-47fe-865b-0c01dd2a20af · outbound

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

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.768925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d5dad1f-c2bf-49e6-9d0d-d6a4ad379629 · outbound

This paper cites From rows to reasoning: A retrieval-augmented multimodal framework for spreadsheet understanding, 2026.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations From rows to reasoning: A retrieval-augmented multimodal framework for spreadsheet understanding, 2026

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.772656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfe50209-4651-4de3-abde-c7ceb2f31920 · outbound

This paper cites Unsupervised Dense Information Retrieval with Contrastive Learning.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Unsupervised Dense Information Retrieval with Contrastive Learning

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.775655Z

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Unavailable: canonical work link unavailable.

Observation f2705b5c-c4bc-4c49-bcf1-b7d67388e6c5 · outbound

This paper cites Dense passage retrieval for open-domain question answering.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Dense passage retrieval for open-domain question answering

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.779230Z

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Observation adb9768d-9e7e-41f8-bbd7-8905d04304ff · outbound

This paper cites and Zaharia, M.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations and Zaharia, M

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.782000Z

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Observation 6eb90523-69cf-4683-b96b-312807ef8bbf · outbound

This paper cites u ttler, H., Lewis, M., Yih, W.-t., Rockt \.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations u ttler, H., Lewis, M., Yih, W.-t., Rockt \

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.784852Z

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Observation 850f5aa5-815a-43bb-8919-65f39f8eaa1c · outbound

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

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.787859Z

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Unavailable: canonical work link unavailable.

Observation 30385d01-fcae-449f-9024-d57808920fd8 · outbound

This paper cites F., Lin, K., Hewitt, J., Paranjape, A., Bevilacqua, M., Petroni, F., and Liang, P.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations F., Lin, K., Hewitt, J., Paranjape, A., Bevilacqua, M., Petroni, F., and Liang, P

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.791397Z

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Unavailable: canonical work link unavailable.

Observation fd080aec-99b0-4391-a120-214a23293653 · outbound

This paper cites M., and Gatford, M.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations M., and Gatford, M

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.794159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbae0994-b0d9-4d1e-9bca-8a247b9846c7 · outbound

This paper cites Toolformer: language models can teach themselves to use tools.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Toolformer: language models can teach themselves to use tools

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.797449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcce0acb-c178-49e8-8e99-f31773e4a16a · outbound

This paper cites Is Grep All You Need? How Agent Harnesses Reshape Agentic Search.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Is Grep All You Need? How Agent Harnesses Reshape Agentic Search

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.800701Z

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Observation 5a8d18db-3027-42f8-949e-1221a4ce3e4a · outbound

This paper cites an unresolved cited work.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.803973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d491ce9b-1ab0-4de0-ab2e-e814ccc1e905 · outbound

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

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.807409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4d30e95-30f9-4eb1-86f9-d7c5b50deadf · outbound

This paper cites Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.810579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f084b8cb-a554-47b4-aaa7-6882edc2e010 · outbound

This paper cites Searching for best practices in retrieval-augmented generation.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Searching for best practices in retrieval-augmented generation

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.843508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4ea20ee-4aa5-4952-a26a-d360a738252c · outbound

This paper cites Agentless: Demystifying LLM-based Software Engineering Agents.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Agentless: Demystifying LLM-based Software Engineering Agents

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.898466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 007040cc-10b9-4670-a650-438f5d5d4150 · outbound

This paper cites Swe-agent: Agent-computer interfaces enable automated software engineering.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Swe-agent: Agent-computer interfaces enable automated software engineering

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:45.997643Z

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Observation 2d260d7f-b4b9-4429-93c3-800491989c4b · outbound

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

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations ReAct: Synergizing Reasoning and Acting in Language Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:46.013985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88217757-a671-4d7b-aebc-32904b1971de · outbound

This paper cites an unresolved cited work.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:46.018798Z

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Pith citing papers

No inbound Pith citation observations are available.