Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:57:29.561883Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:57:29.561883Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7618776d-ee2d-4f43-9812-b0aebcacdeb0 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Retrieval-augmented generation for knowledge-intensive NLP tasks , year =
Reference 1
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.
Observation e4c2fd3e-8c87-4c2d-b8cf-c1012de1bd29 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2024 , eprint =
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 011e5e97-e33d-40b3-a0a0-171b552cfafb · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations and Jones, S
Reference 4
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.
Observation c24914dc-725d-4b17-882e-841c4409d6d1 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2021 , eprint =
Reference 5
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.
Observation 7ebf3d30-6bac-4406-8f1d-dcd33fdc5965 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2022 , eprint =
Reference 8
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.
Observation 4819b845-4f1d-4fff-a358-4ce31f1d938b · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Unresolved cited work
Reference 12
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.
Observation 3b4478d2-6d9e-4e0e-93a0-677f71827fdd · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2023 , eprint =
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3ce770f-38aa-4db1-9b4b-46b05b4a406b · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2020 , eprint =
Reference 14
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.
Observation a17c60eb-9b87-4165-b2eb-a130e6ee2d6a · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2023 , eprint =
Reference 15
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.
Observation 19329601-e469-46f4-ac42-58ae9a240f8c · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2023 , eprint =
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6bc679a-5c2d-491f-a288-1865607e96e9 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Toolformer: language models can teach themselves to use tools , year =
Reference 17
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.
Observation 96453eeb-230b-42fb-ac38-e4a6eb499b86 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2021 , eprint =
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07f67718-995e-4748-92a6-276f22bfed3d · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering , abstract =
Reference 19
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.
Observation 1e9291f9-a698-407d-97d4-007ecc0829db · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2024 , eprint =
Reference 20
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.
Observation 63e62907-4ff5-4325-9966-021dd991113e · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2024 , howpublished =
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd7cf8b4-7352-4818-9790-606e72203ff2 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2026 , eprint =
Reference 22
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.
Observation f04dd5c4-5b78-4f24-b87a-b60e3043596a · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2026 , eprint =
Reference 23
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.
Observation 4e506631-3a31-4e40-88ff-a938562d346f · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2026 , eprint =
Reference 24
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.
Observation 5b771da6-41a8-4283-8f8a-1236b1db36b7 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Grep vs Graph: Agentic Search Is Powerful, but Enterprise
Reference 25
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.
Observation 3b3a7ef0-00fb-4b0f-a45e-23aa62bd7766 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2026 , eprint =
Reference 27
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.
Observation 8a1bd88e-b396-4857-a884-132812caacd3 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2025 , eprint =
Reference 28
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.
Observation ecc0ee7a-fd99-4ff4-9188-0f56c73faac4 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2025 , eprint =
Reference 29
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.
Observation 87c91c8d-00a2-4693-9935-009bc6939b43 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations , editor =
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3e2a2d4-1141-4dca-9769-2076c4093c98 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2025 , howpublished =
Reference 31
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.
Observation f772d003-e6b7-442c-96cb-ec77b5c69cdd · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Introducing the Model Context Protocol
Reference 32
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.
Observation f387594a-6d8d-4b7b-8fa7-5284e86278f1 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8ec976d-cb30-4be0-a4d8-ffbdfe25fd62 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0385d57-f6ac-4319-99fd-692b1a0c2396 · outbound
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
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.
Observation 8fab6ec5-c228-4af8-87f1-66f58e6a8a60 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Evaluating Large Language Models Trained on Code
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47e0117b-9850-4bd5-a0ec-a76bf2db835b · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Finance accounts 2024--25, volume i
Reference 37
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.
Observation cd7d6cfc-a24b-4350-ae9c-cd6572e863a0 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations V., Clarke, C
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97e78277-3113-4c94-bdca-a758c98a6a93 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Encoding spreadsheets for large language models
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2270281-2c8e-471f-a199-47ea3ee16ab4 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Splade: Sparse lexical and expansion model for first stage ranking
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35e18752-b7bb-4277-b061-c28616838700 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Retrieval-Augmented Generation for Large Language Models: A Survey
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 987a6eea-de89-47b2-ad7f-71dbe996074e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f82174eb-f120-4cac-b279-aae3237d1ea0 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Unsupervised Dense Information Retrieval with Contrastive Learning
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c161223-6c7e-43d3-be7c-45acb6d8e789 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Dense passage retrieval for open-domain question answering
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a32b397-4e04-49d3-88b8-7a09594f9d87 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations and Zaharia, M
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80c91eb7-aae8-430c-915d-a33d38a57189 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations u ttler, H., Lewis, M., Yih, W.-t., Rockt \
Reference 46
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.
Observation a8d42c75-6c22-42e3-90db-b0fefb493a67 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e769d53-28a9-49c3-bac4-7906baf12ad0 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 486a1c82-f219-4e6b-a737-6657dfa96dae · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations M., and Gatford, M
Reference 49
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.
Observation 5064c0a1-4fa2-4c45-989b-bb4fe6eaec5b · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Toolformer: language models can teach themselves to use tools
Reference 50
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.
Observation f4db19b6-d108-43a5-a800-8e19b919f502 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Is Grep All You Need? How Agent Harnesses Reshape Agentic Search
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc10779a-4c32-4c25-966e-b8670e028046 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Unresolved cited work
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fd1bb06-83f0-4048-b284-11f2109479c7 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b34d98c-c47e-4826-885c-d563f6b317e6 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae0661c5-60fe-497b-ae24-1f32f5a981f7 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Searching for best practices in retrieval-augmented generation
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 855616c3-bb71-43c8-bb08-6c8e9e79e632 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Agentless: Demystifying LLM-based Software Engineering Agents
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1331a88-e8ee-4a80-8b64-920a4176c7a9 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Swe-agent: Agent-computer interfaces enable automated software engineering
Reference 57
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.
Observation ab5cfe56-6146-46d9-80a7-f02692d6da41 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations ReAct: Synergizing Reasoning and Acting in Language Models
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d49365b0-f12d-4269-8a45-f393401ee4e0 · outbound
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Unresolved cited work
Reference 59
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.
No inbound Pith citation observations are available.