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Paper Citation Record · LEDGER

The Context Gathering Decision Process: A POMDP Framework for Agentic Search

As of 5 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2605.07042.

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

pith.paper-citation-record.v1
2605.07042 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T01:11:10.959395Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T13:31:21.537058Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

46 of 46 outbound references displayed

  • verified exact7
  • verified fuzzy37
  • unresolved1
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 28bec65d-b0b6-41bf-af3b-1ccd1aae952a · outbound

This paper cites Fair-rag: Faithful adaptive iterative refinement for retrieval-augmented generation.arXiv preprint arXiv:2510.22344.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Fair-rag: Faithful adaptive iterative refinement for retrieval-augmented generation.arXiv preprint arXiv:2510.22344

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:40:58.200744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:605aa6c624112e742e800eeb004ab1538effd8c47e0c60e17dbb94cf048b5c93

Observation bf310ea6-a270-4814-b779-21cb984c0330 · outbound

This paper cites Self-RAG: Learning to retrieve, generate, and critique through self-reflection.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Self-RAG: Learning to retrieve, generate, and critique through self-reflection

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.247212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:d09e58ece1f03273ac575786b1b1f3dcc4abc4cfc298e2df4f20bfe3dd5d6045

Observation 2b7d23a8-233f-4865-b06a-2cfb0508847e · outbound

This paper cites Finite-time analysis of the multiarmed bandit problem.Machine learning, 47(2):235–256.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Finite-time analysis of the multiarmed bandit problem.Machine learning, 47(2):235–256

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.263081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:987c16ff1f1fdddaac8b2f5b435d47293ff85dadd1a92ac5452acc895e089b0c

Observation b0a500e9-988f-4f06-8beb-61f7ed874c54 · outbound

This paper cites A close look into the calibration of pre-trained language models.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search A close look into the calibration of pre-trained language models

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.239922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:84a65a3733963024ae81db46cef76621428872d85b7e89ad3526a58f3c220c64

Observation 95cb4bf4-23eb-47ed-8aba-ffc57d5d58a7 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:10:58.470966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:8b10a8c6ffbe7893cdf38a9516e7810bbbcb8e39ab632b9f14266d40e6ab774c

Observation 7e8c16a0-e9ed-4a8b-97d2-f2d83a833d60 · outbound

This paper cites Don’t hallucinate, abstain: Identifying LLM knowledge gaps via multi-LLM collaboration.ACL.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Don’t hallucinate, abstain: Identifying LLM knowledge gaps via multi-LLM collaboration.ACL

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.253678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:f60cadd09e483107beb1143d0f1155aea4fb2a13530709fdc7250008c5b8da0c

Observation ae1f9955-3c19-430f-85bc-d28cc537a595 · outbound

This paper cites Optimal best arm identification with fixed confidence.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Optimal best arm identification with fixed confidence

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.233696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:41b98d17a00f4197844af6bb12448e638cd4220ee85c17889861ddd363641f38

Observation 68fbdd5c-e409-4aed-a52c-0b0bc5bfd047 · outbound

This paper cites HippoRAG: Neurobiologically inspired long-term memory for large language models.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search HippoRAG: Neurobiologically inspired long-term memory for large language models

Reference 8

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verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.269456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:2239d102c33e47e7fc30ed8a4741e2aa24aa49f30f1591b8354766d7016fee0a

Observation 4fa4ac23-d58a-4be0-b6b6-e4ab73fb7966 · outbound

This paper cites Large language models cannot self-correct reasoning yet.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Large language models cannot self-correct reasoning yet

Reference 9

Resolution
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raw_fallback, observed 2026-05-16T00:00:27.250412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:9c1bc29c1d3c7b80c47a9cc704d2ca7d2677e2b8fd2f31a5269a9ebe306c3377

Observation ab58b497-4935-40ae-a70c-04ba87578852 · outbound

This paper cites Active retrieval augmented generation.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Active retrieval augmented generation

Reference 10

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raw_fallback, observed 2026-05-16T00:00:27.266299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:5299d92807c613262b92c4c3b3808a455083196d4669a0fa1559a82afea0d6d7

Observation ea1a9381-c192-4f25-9d09-3de85c28d094 · outbound

This paper cites an unresolved cited work.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-16T00:00:27.237128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:603b94f2e9d94c4f8117a3ffad301fb1c20691beade3b28682e33cb8351a419e

Observation 6e32c104-e73b-4a45-9675-348b291268c8 · outbound

This paper cites Search-r1: Training LLMs to reason and leverage search engines with reinforcement learning.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Search-r1: Training LLMs to reason and leverage search engines with reinforcement learning

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.259899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:46da13ced7d54361c66ec1d6cf3a9dfe255e13aac8377b12344e5dcd83f2cec8

Observation 64192b77-12f0-4c60-b356-992eaa95a89a · outbound

This paper cites Littman, and Anthony R.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Littman, and Anthony R

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.243165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:9d12a66348fdcb7f3ddb27aff4035ca98125adca899fd67c4dfd522e0691c497

Observation 9a3ccf9b-ede8-48df-b1e9-01a5371684c3 · outbound

This paper cites LLMs get lost in multi- turn conversation.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search LLMs get lost in multi- turn conversation

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.256565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:a81e8f7695ef018b5e9f3cdc3e3b56fce1f0d127c7a3ad281431c907fb75421a

Observation 89fef3a1-5b84-4898-a41d-8cf72b04fe2a · outbound

This paper cites Agentic Aggregation for Parallel Scaling of Long-Horizon Agentic Tasks.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Agentic Aggregation for Parallel Scaling of Long-Horizon Agentic Tasks

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-05-11T04:40:58.170646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:a028ec1ca8615c3966f45dd51d0ba883a0b052672f015d3ee943a04f42234840

Observation 957930f1-8fc9-4d9a-90f3-e898f7ca2392 · outbound

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

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Retrieval-augmented generation for knowledge-intensive NLP tasks

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.275287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:3ecba07a6950341601d62a54219c7984e526110744c7187db8688285b5c5a56d

Observation c51c89e5-6f22-403e-ace4-040b529f0bf9 · outbound

This paper cites LooGLE: Can long-context language models understand long contexts? InACL, pages 16304–16333.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search LooGLE: Can long-context language models understand long contexts? InACL, pages 16304–16333

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.282009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:2af40f84af7ebd67f15f21586112094594dda35a4273fca0c7dd241150c6c808

Observation bcab03ff-14b2-4d6d-b6a0-94dd5caf59bf · outbound

This paper cites Search-o1: Agentic search-enhanced large reasoning models.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Search-o1: Agentic search-enhanced large reasoning models

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.341875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:eeb189cb7c135cd91a82e027a67a15609e4457891775f39656fe3fcb10393941

Observation 57d4b207-3a77-48ae-923e-23b6c11480a7 · outbound

This paper cites WebThinker: Empowering large reasoning models with deep research capability.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search WebThinker: Empowering large reasoning models with deep research capability

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.285747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:7dc02da1c7a3dd322e5327a28f71ce540bc491903b132fc2cb84aaf2ac016237

Observation f30fc97e-da00-4b37-a333-645bab692baa · outbound

This paper cites Ho- pRAG: Multi-hop reasoning for logic-aware retrieval-augmented generation.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Ho- pRAG: Multi-hop reasoning for logic-aware retrieval-augmented generation

Reference 20

Resolution
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raw_fallback, observed 2026-05-16T00:00:27.338421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:445797cbb22f795c5fb9e18405c140c70d0c0dda9498ade1b5431f0f2923af40

Observation c3a83fd6-4909-4744-ae01-792d59215034 · outbound

This paper cites Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang

Reference 21

Resolution
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raw_fallback, observed 2026-05-16T00:00:27.345477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:73d0f8614f4f113e58082a3df738a07003bd0bc6cd472423c52270669afc7033

Observation bfa69d9f-53c1-436f-9243-fc9f29145494 · outbound

This paper cites Evaluating very long-term conversational memory of LLM agents.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Evaluating very long-term conversational memory of LLM agents

Reference 22

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verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.278655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:c5ebefdcd69d912eaeb977987ca405dcc8cfc3e9deb0385efdab8a733c37e761

Observation dbcd578e-4558-497e-9585-6f5954fc20b0 · outbound

This paper cites Solving a million-step llm task with zero errors.arXiv preprint arXiv:2511.09030.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Solving a million-step llm task with zero errors.arXiv preprint arXiv:2511.09030

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:40:58.143113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:0748fe4e62fc0437468f7f1ef448761297a87d666520986b8bc1cd71379ee577

Observation 54c0d9cd-4d5c-4c17-ba8e-8da12c457258 · outbound

This paper cites Self-contradictory hallucina- tions of large language models: Evaluation, detection and mitigation.ICLR.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Self-contradictory hallucina- tions of large language models: Evaluation, detection and mitigation.ICLR

Reference 24

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verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.328610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:dd69c5b70309ba6d33ae3c244a669e7c2e940061935b5a02d303b3b0bcb6c508

Observation 97fe110c-82ae-47b3-9380-f3f835ae0ed0 · outbound

This paper cites (more) efficient reinforcement learning via posterior sampling.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search (more) efficient reinforcement learning via posterior sampling

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.335594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:61d30544a6e247182596bc0b557239ff8df53e20dae56161efe63920688983a8

Observation 56687743-8e67-4cff-9a67-b6dada92679c · outbound

This paper cites MemGPT: Towards LLMs as operating systems.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search MemGPT: Towards LLMs as operating systems

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.350269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:b624b189a1c45d6fde879910758a9773e53213929a4180f7b4b33505be527e16

Observation 76fc83e6-ca6e-4f8a-9338-570ef5ff36c3 · outbound

This paper cites Generative agents: Interactive simulacra of human behavior.UIST.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Generative agents: Interactive simulacra of human behavior.UIST

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.272301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:6d88a8ed636469c51928843815531437eedb128b55287f35705cd4cf974d56de

Observation 07243b15-72d7-47e3-bac3-0fab59fbd987 · outbound

This paper cites SWE-QA: Can Language Models Answer Repository-level Code Questions?.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search SWE-QA: Can Language Models Answer Repository-level Code Questions?

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-05-11T04:40:58.161730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:b9ccd5520b934ed32c92019c61f6fe5d69ebf40d7a739a245815a4bf4c37f328

Observation 9342de34-6933-4a63-a439-4977ad9fd764 · outbound

This paper cites StateAct: Enhancing LLM base agents via self-prompting and state-tracking.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search StateAct: Enhancing LLM base agents via self-prompting and state-tracking

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.310402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:6c62e8629e4863ac021195f6f78a679d28265412d3a46a4495dd863270c63250

Observation bfebdeb4-8ba4-4ee8-8d20-84c0d8ed5c8d · outbound

This paper cites Simple bayesian algorithms for best arm identification.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Simple bayesian algorithms for best arm identification

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.318574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:0365ecb870dd3ad2e1b07e5e01311ef63fd706292025c8a3b9907d93b84216a4

Observation b1a8c830-43aa-4697-ae2c-a90cdc9cb910 · outbound

This paper cites A tutorial on thompson sampling.Foundations and Trends in Machine Learning.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search A tutorial on thompson sampling.Foundations and Trends in Machine Learning

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.325257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:7a7d9f1b5242084d9174ac56e738fcc471467336a97141171d4c44d9a116e65c

Observation 8df7cefd-36aa-4064-be96-c2925abc5367 · outbound

This paper cites Lost in transmis- sion: When and why LLMs fail to reason globally.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Lost in transmis- sion: When and why LLMs fail to reason globally

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.306917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:0c1ef1daee940ec6faf6de99213159efbae70f4b35ce18f6e312ae04dee4473f

Observation efc46f55-1ed7-4380-8949-f4e8ddc989a6 · outbound

This paper cites Enhancing retrieval-augmented large language models with iterative retrieval-generation synergy.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Enhancing retrieval-augmented large language models with iterative retrieval-generation synergy

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.314519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:dcd13e6dfd6c2cb0c387b83681acbf7cd6cadb312c0ea4250a5676b14d353728

Observation d57dd16d-09d4-427e-9fd2-c35aee87c763 · outbound

This paper cites DRAGIN: Dynamic retrieval augmented generation based on the real-time information needs of large language models.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search DRAGIN: Dynamic retrieval augmented generation based on the real-time information needs of large language models

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.322054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:8ec7e6f4675b62cc7d2634ccedc45ce90dfe6c89279d17dfd41ddd83b5b76e0c

Observation 632d2fa8-b731-4882-8905-e9d3ab597397 · outbound

This paper cites On the likelihood that one unknown probability exceeds another in view of the evidence of two samples.Biometrika, 25:285–294.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search On the likelihood that one unknown probability exceeds another in view of the evidence of two samples.Biometrika, 25:285–294

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.295963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:b9e93d2d86768f2b4eb830548ec0b089483e69be0f88f0fd1844d70817a1d686

Observation f9422269-1504-432f-9ddb-48fe5361deca · outbound

This paper cites MuSiQue: Multihop questions via single hop question composition.Transactions of the Association for Computational Linguistics, 10:539–554.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search MuSiQue: Multihop questions via single hop question composition.Transactions of the Association for Computational Linguistics, 10:539–554

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.360147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:468ab2619c4ba59551cf6f7eb488017ba3fff6038156700755370846b53db5f9

Observation cf0ab81f-1566-4326-b0dc-c96145c1fd19 · outbound

This paper cites Interleaving retrieval with chain-of-thought reasoning for knowledge-intensive multi-step questions.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Interleaving retrieval with chain-of-thought reasoning for knowledge-intensive multi-step questions

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.353423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:940d65b06ceef89217947acfb46f4d7e812cb68e9e067681fe1939bf2771837e

Observation a69865fe-bca1-4600-b00f-61862a82c3be · outbound

This paper cites Extending context window of large language models from a distributional perspective.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Extending context window of large language models from a distributional perspective

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.291742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:1fa81de2430b89483140361cbc0eba1c133ce6799bc724ca085a4ad100a42bdb

Observation 7cd6a1d5-8437-4857-b4c5-dd44647482cb · outbound

This paper cites A-Mem: Agentic memory for LLM agents.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search A-Mem: Agentic memory for LLM agents

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.299650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:34f3682f5018baf70fbe2d5e792e7f1a68d428e3608768c587d80efad2a428bc

Observation de396768-2a98-46cd-a584-7bbffeab7591 · outbound

This paper cites Corrective Retrieval Augmented Generation.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Corrective Retrieval Augmented Generation

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-12T11:19:17.396474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:64c6002b6fc49b2c7fd4dfbf747c36bbcd15d75c0182af6b2b469615d4badf84

Observation bb8597e7-2218-497e-9f8d-2225021e6124 · outbound

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

The Context Gathering Decision Process: A POMDP Framework for Agentic Search SWE-agent: Agent-computer interfaces enable automated software engineering

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.303641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:76bd3759b6a64755708ec1c294e53b87d921f139198f94dcdf2ecc0dff00cf92

Observation 85ceeeac-a1c6-426d-a0bc-144a1c60424d · outbound

This paper cites ReAct: Synergizing reasoning and acting in language models.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search ReAct: Synergizing reasoning and acting in language models

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.363388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:056f7b2846b68f30362d5abc6b44a7e24518839585b5a4bd347e430bb9c04ee2

Observation f3e368c8-d99a-44de-bbad-4562672385f3 · outbound

This paper cites Lost in the Maze: Overcoming Context Limitations in Long-Horizon Agentic Search.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Lost in the Maze: Overcoming Context Limitations in Long-Horizon Agentic Search

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-07-15T01:20:48.939128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:7c0e08139612ba400751e6e80f47f17fd8c7fc85bdbf1a57bc03e9c7dd9b345e

Observation d197c339-f99a-43c2-96d3-3e0a1777c201 · outbound

This paper cites I did not find it.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search I did not find it

Reference 44

Resolution
malformed identifier
raw_fallback, observed 2026-05-16T00:00:27.332135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:6bdd48fc9903c487ff84e88d30c04895040954832418f43b277f716ce4664354

Observation d665419e-57e2-4db8-8f8c-22ff2069c84a · outbound

This paper cites Contains the global best (f_j0.6_u0.3_p2).

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Contains the global best (f_j0.6_u0.3_p2)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.288730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:2e489b78447e533d71dceea04f1e937a53cb417049488cb5406b8fe3e0eaf55b

Observation 6b265a72-9cb5-445b-ab84-3a4da72dbe93 · outbound

This paper cites Three pairs of configurations are functionally identical (L1 = 0pp): thefull vs.query_and_full trigger mode makes no difference when the diff threshold is not binding.

The Context Gathering Decision Process: A POMDP Framework for Agentic Search Three pairs of configurations are functionally identical (L1 = 0pp): thefull vs.query_and_full trigger mode makes no difference when the diff threshold is not binding

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:00:27.356699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:2d40bdc652c8a4676954ff5cadfe6df1ebfc59fd7ed0ea4fdeb4aad5c35aeef4

Pith citing papers

Observation 39226649-5485-4d43-a93d-97177dbd3d97 · inbound

From Simple QA to Deep Research: A Verifiable Benchmark Constructed through Iterative Task Evolution cites this paper.

From Simple QA to Deep Research: A Verifiable Benchmark Constructed through Iterative Task Evolution The Context Gathering Decision Process: A POMDP Framework for Agentic Search

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T13:31:21.537058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T13:31:21.537058Z digest=sha256:f811586e9a5787d06a63d726f3312d28ae9d05288b10be44b21394d8338ddfc6