Pith. sign in

Paper Citation Record · LEDGER

SAAS: Self-Aware Reinforcement Learning for Over-Search Mitigation in Agentic Search

As of 21 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 1 inbound Pith citation observation for arXiv:2605.29796.

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

pith.paper-citation-record.v1
2605.29796 v2

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T07:22:17.567250Z

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T15:12:55.584952Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

5 of 5 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved3
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e6e677f3-c034-45d0-af87-e22629de84e4 · outbound

This paper cites Qwen3 Technical Report.

SAAS: Self-Aware Reinforcement Learning for Over-Search Mitigation in Agentic Search Qwen3 Technical Report

Reference 1

Resolution
metadata mismatch
local_arxiv, observed 2026-06-29T07:23:12.538279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-29T07:22:17.567250Z digest=sha256:b7906508027348e5aefd59a756dd7606a617b9d9f332942ab4d280f3b07ffff1

Observation 7ba3f652-3803-4c1e-a138-86abf8e08c36 · outbound

This paper cites SUGAR: Leveraging Contextual Confidence for Smarter Retrieval.

SAAS: Self-Aware Reinforcement Learning for Over-Search Mitigation in Agentic Search SUGAR: Leveraging Contextual Confidence for Smarter Retrieval

Reference 2

Resolution
malformed identifier
arxiv_id, observed 2026-06-29T07:23:12.535717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-29T07:22:17.567250Z digest=sha256:19c56901f447f58a5f91e9d41f57c4b63339a3e1db672d76fee47c37912062e9

Observation 0a69a720-74c1-490a-b4e0-abe9bfa59d49 · outbound

This paper cites Correct" if they are equivalent, or.

SAAS: Self-Aware Reinforcement Learning for Over-Search Mitigation in Agentic Search Correct" if they are equivalent, or

Reference 3

Resolution
unresolved
no resolver link, observed 2026-06-29T07:22:17.567250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:22:17.567250Z digest=sha256:e25a4bf0467b5d853036c215204ce3d036a6cc9097ca0ef3a2f2440a36fd0545

Observation b5c208a4-eb90-4851-a3f2-afd2f9bf9a06 · outbound

This paper cites Other works focus on adaptive exploration.

SAAS: Self-Aware Reinforcement Learning for Over-Search Mitigation in Agentic Search Other works focus on adaptive exploration

Reference 4

Resolution
unresolved
no resolver link, observed 2026-06-29T07:22:17.567250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:22:17.567250Z digest=sha256:5345143136959420fd176f3b299aad652c73150575b7dae3874d122d0c55df1d

Observation fdac4b18-ba97-4154-adc1-924749ca61fd · outbound

This paper cites an unresolved cited work.

SAAS: Self-Aware Reinforcement Learning for Over-Search Mitigation in Agentic Search Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-06-29T07:22:17.567250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:22:17.567250Z digest=sha256:b62a09cebbed3f55058e603924b5cab2999aba045781203e3bb603fc4edc1cfe

Pith citing papers

Observation a0900a73-d8ac-4218-9b12-6a861c7e315d · inbound

Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents cites this paper.

Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents SAAS: Self-Aware Reinforcement Learning for Over-Search Mitigation in Agentic Search

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-04T15:12:55.584952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T15:12:55.584952Z digest=sha256:52076f986ac45db7234cd8c13ff7b09f405341e8825e8f4168bb56573237fc3e