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Paper Citation Record · LEDGER

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

As of 8 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 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:57:29.561883Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

  • verified exact0
  • verified fuzzy24
  • unresolved28
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7618776d-ee2d-4f43-9812-b0aebcacdeb0 · 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
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:26.924157Z digest=sha256:982b8f794b54c8c42c6b4edb3b7f7ed0b77198ace3cbad5c78483f065fd30c68

Observation e4c2fd3e-8c87-4c2d-b8cf-c1012de1bd29 · outbound

This paper cites 2024 , eprint =.

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

Reference 3

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unresolved
no resolver link, observed 2026-08-07T05:57:27.110849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:27.110849Z digest=sha256:2906d88cfc863a1b12bb0d0ae30346bf15a7f24ae41c66207ae2ff5ac2f340d8

Observation 011e5e97-e33d-40b3-a0a0-171b552cfafb · outbound

This paper cites and Jones, S.

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

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:27.201463Z digest=sha256:a1cd24b89757fb0fa0059d1c1ea3647476e872b3a3ae84264feaf1a1cfd70cc1

Observation c24914dc-725d-4b17-882e-841c4409d6d1 · outbound

This paper cites 2021 , eprint =.

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

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.873913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:27.267062Z digest=sha256:09c3e4e35f03a475c1f71f88ef511621b7b4f111b6523bda3dc988e63c0c3fa1

Observation 7ebf3d30-6bac-4406-8f1d-dcd33fdc5965 · outbound

This paper cites 2022 , eprint =.

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

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.856701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:27.489713Z digest=sha256:eb9e65c157e0f0928e5248bc9d25fa02ea105a13e9d777932dc0a364becd995a

Observation 4819b845-4f1d-4fff-a358-4ce31f1d938b · 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
raw_fallback, observed 2026-08-07T05:57:30.841615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:27.724617Z digest=sha256:b5a0bee604ee4d7021d1761c26b2c65e40e74a817eb5f6e9e2e1043eec757f3a

Observation 3b4478d2-6d9e-4e0e-93a0-677f71827fdd · 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 2026-08-07T05:57:27.786123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:27.786123Z digest=sha256:91ba1d90cfe623ae243267fc2667865a296920490ab85c690130ce85e444ba71

Observation b3ce770f-38aa-4db1-9b4b-46b05b4a406b · outbound

This paper cites 2020 , eprint =.

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

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.812704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:27.845850Z digest=sha256:a175c19576d11473b51202bea4a95f0fd9a70836f28484698a1986e07ba2af94

Observation a17c60eb-9b87-4165-b2eb-a130e6ee2d6a · outbound

This paper cites 2023 , eprint =.

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

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.796112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:27.896126Z digest=sha256:c9a262e80d56a76aa9c010cee5247c6f3f0864e25e53e2cbae0403ae303646ee

Observation 19329601-e469-46f4-ac42-58ae9a240f8c · outbound

This paper cites 2023 , eprint =.

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

Reference 16

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unresolved
no resolver link, observed 2026-08-07T05:57:27.951575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:27.951575Z digest=sha256:0991ff6ffbd12358e8c6eb929abaef62039b6c77595a37b2c44faeceeea65637

Observation f6bc679a-5c2d-491f-a288-1865607e96e9 · 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
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raw_fallback, observed 2026-08-07T05:57:30.761848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:28.006947Z digest=sha256:f6bab38cc3699813e4f6100a3c1044eac77c76376e86b764034845de72976e47

Observation 96453eeb-230b-42fb-ac38-e4a6eb499b86 · 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 2026-08-07T05:57:28.056294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:28.056294Z digest=sha256:48d77ffafef34d6b445e18cceaa955351833600dba102f6bc406fd12b6e2a67b

Observation 07f67718-995e-4748-92a6-276f22bfed3d · 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
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.728278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:28.117517Z digest=sha256:aeec76f8d3f8e4ade84623174fe7ebeacc12e4378fe5d5b3e456edcf229c126e

Observation 1e9291f9-a698-407d-97d4-007ecc0829db · outbound

This paper cites 2024 , eprint =.

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

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.709976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:28.168619Z digest=sha256:bb40e509933de660d832146db7ce3d84723bb2ba1c16f06a19a0e2aeda575b8b

Observation 63e62907-4ff5-4325-9966-021dd991113e · outbound

This paper cites 2024 , howpublished =.

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

Reference 21

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no resolver link, observed 2026-08-07T05:57:28.231367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:28.231367Z digest=sha256:f0aa360e1fae66e92f27ba11d6f4063a14e9ebcc9e9354ffb3ce0c8d4318a7b5

Observation fd7cf8b4-7352-4818-9790-606e72203ff2 · outbound

This paper cites 2026 , eprint =.

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

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.679241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:28.296055Z digest=sha256:b412189319d177214268382fb872728a6b17c51d981c270c146c94ed41ffcf8e

Observation f04dd5c4-5b78-4f24-b87a-b60e3043596a · outbound

This paper cites 2026 , eprint =.

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

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.659419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:28.360808Z digest=sha256:cfe72cea92664b169e4f09de0140b5c5bb87a8757006e57977e3016875c9254a

Observation 4e506631-3a31-4e40-88ff-a938562d346f · outbound

This paper cites 2026 , eprint =.

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

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.644939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:28.432236Z digest=sha256:5036699bcc305aae616ad9eb1f677514df1dc085af7702896aab0374266e17fd

Observation 5b771da6-41a8-4283-8f8a-1236b1db36b7 · 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
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.630191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:28.496738Z digest=sha256:2a45dfeababc8697202fe9b40e01981c228a8aa186daca5f430041e91a675b42

Observation 3b3a7ef0-00fb-4b0f-a45e-23aa62bd7766 · outbound

This paper cites 2026 , eprint =.

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

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.615086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:28.608431Z digest=sha256:b97f3a7add7b643a697650c7b985ec281d2e76a23369c3cfd15d3a1b47576b55

Observation 8a1bd88e-b396-4857-a884-132812caacd3 · outbound

This paper cites 2025 , eprint =.

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

Reference 28

Resolution
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raw_fallback, observed 2026-08-07T05:57:30.599781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:28.664065Z digest=sha256:7b13fbd42664ac302471f74752ab2969d6d3e763e5d35bec97c8c732e4152fbd

Observation ecc0ee7a-fd99-4ff4-9188-0f56c73faac4 · outbound

This paper cites 2025 , eprint =.

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

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.583120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:28.718200Z digest=sha256:81e8cc3f1deb641d87ab62e80b32656439fbf9054453d983867fa62a646f96b2

Observation 87c91c8d-00a2-4693-9935-009bc6939b43 · outbound

This paper cites , editor =.

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

Reference 30

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no resolver link, observed 2026-08-07T05:57:28.780619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:28.780619Z digest=sha256:b70707aca953d3422a965935f242acf42a8fac5684a4cb92a61df2681e3f5475

Observation d3e2a2d4-1141-4dca-9769-2076c4093c98 · outbound

This paper cites 2025 , howpublished =.

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

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.567161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:28.841294Z digest=sha256:4cb4cb37b43f11473e49cf72a18c9357945586b4cdeeb6a03bbe2ac0b353be3f

Observation f772d003-e6b7-442c-96cb-ec77b5c69cdd · 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
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.545849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:28.927462Z digest=sha256:7e3e70cf212ba59a8bbdafd3fec8b01877eaa403a4ce58baba97de3ca17fc2fb

Observation f387594a-6d8d-4b7b-8fa7-5284e86278f1 · 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
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no resolver link, observed 2026-08-07T05:57:28.993648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:28.993648Z digest=sha256:ccec2799a4a39189159f083fba9b0f9d66678ba9bbfabc904cc542c340b1d103

Observation e8ec976d-cb30-4be0-a4d8-ffbdfe25fd62 · 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 2026-08-07T05:57:29.113654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.113654Z digest=sha256:37ed296d498e88959f04e84bcf495fcaa47700f56f885bf9c29f973f01940465

Observation c0385d57-f6ac-4319-99fd-692b1a0c2396 · 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
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.529616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:29.169058Z digest=sha256:2455f322c3c192aaa4f3cf30eb88a0bdd14a1efba16b5daef3ed8b62397e6c7f

Observation 8fab6ec5-c228-4af8-87f1-66f58e6a8a60 · 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
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no resolver link, observed 2026-08-07T05:57:29.247951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.247951Z digest=sha256:4804eef22c9394dab98ac69b9713e5e506b98306a49f307bce0ea41697d92161

Observation 47e0117b-9850-4bd5-a0ec-a76bf2db835b · 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
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.510068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:29.334183Z digest=sha256:295e3d4858fac79e979c6dfbb39f71a937636a936d04ba04c53bc1cfd11f4c03

Observation cd7d6cfc-a24b-4350-ae9c-cd6572e863a0 · outbound

This paper cites V., Clarke, C.

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

Reference 38

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unresolved
no resolver link, observed 2026-08-07T05:57:29.378975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.378975Z digest=sha256:0f79d61234c1f7bb2227ea6210d32aa65ed6c5ed64155cc1d62ae6c52600328f

Observation 97e78277-3113-4c94-bdca-a758c98a6a93 · 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

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unresolved
no resolver link, observed 2026-08-07T05:57:29.449024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.449024Z digest=sha256:f2c0d21614293dadd8b9b623e2fec051f226482f7640637a74fa57a83f1d523d

Observation b2270281-2c8e-471f-a199-47ea3ee16ab4 · 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 2026-08-07T05:57:29.455975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.455975Z digest=sha256:42baa6f14de2970a099ff74a14b96ee30f49a8b22f8baea113def28f3e1cf659

Observation 35e18752-b7bb-4277-b061-c28616838700 · 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
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no resolver link, observed 2026-08-07T05:57:29.460341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.460341Z digest=sha256:982896bcfbe3030d84ba0af6a694583bebc93d617590b82508f44f9293c6db28

Observation 987a6eea-de89-47b2-ad7f-71dbe996074e · 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 2026-08-07T05:57:29.465458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.465458Z digest=sha256:72dbefe871379e2c6077089289d5d5c84e5fbf9f292775d1a716a8223e95e7f6

Observation f82174eb-f120-4cac-b279-aae3237d1ea0 · 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

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no resolver link, observed 2026-08-07T05:57:29.470746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.470746Z digest=sha256:63723d11f2c30e3ca04f984d13a56ef6e06a8d82ea5cd0f62bdb3fdda4502edf

Observation 7c161223-6c7e-43d3-be7c-45acb6d8e789 · 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

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unresolved
no resolver link, observed 2026-08-07T05:57:29.477243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.477243Z digest=sha256:462c1d25727a6b61748d76a51f729287a3a3f3a72f63ca7626c9762a82392b74

Observation 4a32b397-4e04-49d3-88b8-7a09594f9d87 · outbound

This paper cites and Zaharia, M.

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

Reference 45

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unresolved
no resolver link, observed 2026-08-07T05:57:29.481500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.481500Z digest=sha256:934b14d38cad042b288cbcba451bcc8948a9885871a6384e3f7fd3d6ea1c6301

Observation 80c91eb7-aae8-430c-915d-a33d38a57189 · 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
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.492533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:29.486382Z digest=sha256:24a6cba2366fd4d8107e41a8d5bbec728d0dd1e76c35518afd64137b7c5e450c

Observation a8d42c75-6c22-42e3-90db-b0fefb493a67 · 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

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unresolved
no resolver link, observed 2026-08-07T05:57:29.491160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.491160Z digest=sha256:99ff088383d38ba8252901ff2fb13f523b2ea90b3f504d85eacc73d6284d5353

Observation 1e769d53-28a9-49c3-bac4-7906baf12ad0 · 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 2026-08-07T05:57:29.496751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.496751Z digest=sha256:0bea6b8f59a21269bb71cf8135bad1a17e47c1903dbeddadb3fccd96b4a12f54

Observation 486a1c82-f219-4e6b-a737-6657dfa96dae · 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
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.476210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:29.503458Z digest=sha256:df19e582e3024e0a0f0aae12ada6959c1cc55edc763e73545cd346f26b8ebdb4

Observation 5064c0a1-4fa2-4c45-989b-bb4fe6eaec5b · 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
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.458781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:29.510605Z digest=sha256:7fea2583b1fba43f8b3d9acd004c4c5037709f7244923f22de3164f933adb814

Observation f4db19b6-d108-43a5-a800-8e19b919f502 · 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 2026-08-07T05:57:29.516154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.516154Z digest=sha256:9b75f4808557291748cfe72d09bf51092cc8cdce2acc0bfc3e7974261ff79b17

Observation dc10779a-4c32-4c25-966e-b8670e028046 · 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 2026-08-07T05:57:29.520775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.520775Z digest=sha256:75a5105558802050fb0c40221114b674765f623904a49900a9882fc55f32ea86

Observation 0fd1bb06-83f0-4048-b284-11f2109479c7 · 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 2026-08-07T05:57:29.524965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.524965Z digest=sha256:4e061da104a1760db263be5c71ed0d7301e2efa0a10326f9f7cbe7a8f981879a

Observation 3b34d98c-c47e-4826-885c-d563f6b317e6 · 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 2026-08-07T05:57:29.529786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.529786Z digest=sha256:57703f128525b1fb387fe10bc752e1891eae040f88983bcbfe8ee4723b9764a7

Observation ae0661c5-60fe-497b-ae24-1f32f5a981f7 · 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 2026-08-07T05:57:29.535092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.535092Z digest=sha256:88be58eac4a81369a5c0e7bd99cd1193c234dce266403aef7dc297fa11d54e78

Observation 855616c3-bb71-43c8-bb08-6c8e9e79e632 · 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 2026-08-07T05:57:29.540602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.540602Z digest=sha256:79159f3a49807d3f15d94a7c5490f43f6ba201ef50c56f909318f51168062a37

Observation b1331a88-e8ee-4a80-8b64-920a4176c7a9 · 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
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.441334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:29.548645Z digest=sha256:74dc27970ca4dc0720b0d472a4360f848fd64e5a26294e7cc2d464ad20c77316

Observation ab5cfe56-6146-46d9-80a7-f02692d6da41 · 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 2026-08-07T05:57:29.555874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.555874Z digest=sha256:f6071e9c844bee40b809a2e59ba10fbd5688e4d51cc8152b848c27d67be95c58

Observation d49365b0-f12d-4269-8a45-f393401ee4e0 · 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
raw_fallback, observed 2026-08-07T05:57:30.414940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:57:29.561883Z digest=sha256:a1e5fda2de828442169ce162522bdd9bc11e37d86a9e074f43745125840a5767

Pith citing papers

No inbound Pith citation observations are available.