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Paper Citation Record · LEDGER

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

As of 6 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 2026-08-06T06:34:29.942622+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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:128570f8e0408ea1dc27aa9f6dc877862ed7daccf3a6431d6aea6d7c11b67c56

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:d4cc10c90fc0660ca4d42ae062bc1cecc9052d93d8dafe8a1ba6d8392e3a2684

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

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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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:a0688c377b60dbd68dfdb2c3144f204d02c814e30bbf27fe9792896cf16d813d

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:738a179ff079a4bd80dcc8259aad8f48ec49eff9818cde7f83425cb10f1ae94c

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:704499b16b532cd604474515b2449671a44573d4dca56a4997ed18f2a799c643

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:20d04da9d0f397c92ce12f5703de17e4934a9c07773b0c130a2229134f219dd2

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:41c8a43894a5d200a87ae807a575f72feceb116f8517665d83d4cb5912945d52

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

Resolution
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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:d97725bd9e03bbd07844da9f8f65e2c2bead12056193c67f5a10489b09404373

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

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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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:b0882ee03a35b0a5f4af379876e9b5f2654951320b1603adc6daf42bcd24c8eb

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:585c5a64403eaf781108b971545254e2ba9fab1a79821df0dfeb0748bb58fd7e

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

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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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:3ed6586f2f3c56c261eb1dd24ad29ca756e5c235c2fac9b6f545380ef0d78552

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:c1756e36f2da35046baea8cbe6701b4b53a015c57bf5fdd96f2e415fe94dc818

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:975ec246b10f2d510e7d8448886bc291e1ef740d3257196d2accc522c75b7a6f

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:a9793d83a82620098ae1defdb6b3397843b39221bddacfa6a71099012b419990

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:0b76d5345518bb8645457477ab77daf1aad6a4e69522ac235adf8bcb5d46e467

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
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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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:6eeca361d07e32d9240c9471b11a5d58169e92f5a06d26217150f1450604188d

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:7ca89d719d11936f9232208d30d45cf36ebccba38f07ff38f39f1ceca64f3d03

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

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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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:b044f8e2826cb85a6d57576412ceb77f50899db2cdd040426476ea64c3006d54

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:bfbdacfd5fea915546a6b99aeedf9ee215d651971ae73211c702ee438330bfce

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:ce355e21a0c3094ba74a287d5a7d5225ffa5e7cb745fc9110c50343ac8fc806f

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

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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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:0f0f55802d65e2238581bfa67a14972f7e31665971a5c9f3d9d49b917eb5864b

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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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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:3b1b72010ce3d96b9ddeddad97ba8923a4918a84640c38738b0b5b95c7240cfe

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

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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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:6bdfa08d8f8db8101aafaf097dc5988aa19396fc802815d872e1e833e339e31d

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:5ab30c648fb124581d34c0db3cdc7c3dda281d4ba005656e54c680ab2ad4a91e

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:1a5a14b1ae417a8d459c379b980375b1343d7096a185fcccd530ab8952fc91ab

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
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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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:0388f8955cd557d837bc1b36dcdd108f286b31f88eb2b8f7423a2231ec8821a9

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

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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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:c8e296a2f429a76cbf1dd1c96e2a0b4c71a728878cbc5d02847bebcefb269ee7

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:6e34a243d9a23eb02d6697aa0ea6340ae997035fa0219685ed2c3c3af8dcb863

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:b785808740b272c2c83e03137b1b446175711efc6e34996f839cc28490c481e0

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:83575f086fbe8f4a768017bc3e215e5061a500e36430e5cc539224ed28daf11c

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:e84a84e91f0696a213efafca7dbc81c54c236c53bc5d41f8a88f2528c9cdecd5

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:e0035b6386e9a699803f64543073e2cf1301d51f394c862ef0d2459bf7af973e

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:7dc001a076b43ed519dd18a558459c3536d783d70d6a2582f59ec9fe32598261

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:9327cb1ea12edc25738a6420e64e36664e442322c4dd39a381160735b2105e22

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:0164125ad8944bf89dd8540a5a64aec1a837acec99b4132391c68ffa00920b79

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:8391f229e9bd0665cc0b1156d37a88a93793bbcd7571acd67620e1047c8bb368

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:5722f7580ee6e3ec51956a25a1011b98d2111e115034e0b2538475b1fed9a3be

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:50330eab9a678fc60b09617b029241862a8a065d6b2d41ba26804095a3dc4ac7

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:9557574915b445ca4677bfea8e23fd2d4a636194e9f2d95907f23edb82dddbed

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:acf94917b5961a002593c6a79d421a213d34d7df930b1facc18beb2171cfb652

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:79679ea2df3150245da11d657af5f292993a2ac90ac07e1e21205c1a0de0084f

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:b9e92c9f934ced6e4b7a8250033bc360e4707124eee9bf7c4237978a92fdaa8f

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:75cecf96dd786369ae85f87b639db9187794281b22e48d1e2db8fbe0183da965

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:ce499457a8669ba6ab96bb17bf97ddcf9d319a5f8715188eff75a62ad003e63e

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:c2c91676ae8f8c57b7b17c4f550d5771d68adc87157823f1c9ca775a7787ebab

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:11:10.959395Z digest=sha256:bb54706a739cc46cbe7f64378ab42a003deabebff35377c3e697013821e618a7

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=sha256:07154ef83a4aae9dcc8f5a89e0c8f098731403d8cf40335c1ba36cbaa8a3dc69