Paper Citation Record · LEDGER

CRISP: Critical Step Perception for Training Efficient Deep Search Agents

As of 8 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2608.01867.

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

pith.paper-citation-record.v1
2608.01867 v2

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:13:42.848911Z

measured 13 of 13 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

13 of 13 outbound references displayed

verified exact0
verified fuzzy4
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b8ca2d6b-d68b-4bc9-a49b-90817864ee17 · outbound

This paper cites BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents.

CRISP: Critical Step Perception for Training Efficient Deep Search Agents BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T00:13:41.110996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e883c10c-9899-4482-8c63-faedb87f389e · outbound

This paper cites Scaling Test-time Compute for LLM Agents.

CRISP: Critical Step Perception for Training Efficient Deep Search Agents Scaling Test-time Compute for LLM Agents

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T00:13:41.203958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e078b6a8-eb18-4087-bb80-455a3f14b968 · outbound

This paper cites [Condition A]: Evidence Value The step must satisfy at least ONE of the following:.

CRISP: Critical Step Perception for Training Efficient Deep Search Agents [Condition A]: Evidence Value The step must satisfy at least ONE of the following:

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:13:43.759380Z

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 f858719c-cb37-423d-aa38-7a76ef22037a · outbound

This paper cites an unresolved cited work.

CRISP: Critical Step Perception for Training Efficient Deep Search Agents Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:13:44.072955Z

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 819e67ca-528a-4a11-b8a8-9d7e644be912 · outbound

This paper cites an unresolved cited work.

CRISP: Critical Step Perception for Training Efficient Deep Search Agents Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:13:43.917711Z

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 c02a7794-d2c1-4981-a5cf-9714f91306d8 · outbound

This paper cites brief_reasoning.

CRISP: Critical Step Perception for Training Efficient Deep Search Agents brief_reasoning

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:13:43.499406Z

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 d89c71f6-7355-4691-be44-b8e0f3ddfd4b · outbound

This paper cites an unresolved cited work.

CRISP: Critical Step Perception for Training Efficient Deep Search Agents Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:13:44.348535Z

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 25ed981d-31e1-4c72-808d-53c06ecedb17 · outbound

This paper cites an unresolved cited work.

CRISP: Critical Step Perception for Training Efficient Deep Search Agents Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:13:44.209956Z

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 085d56e4-e02d-4936-a976-fb1d2f8de8cb · outbound

This paper cites [Evaluation Criteria] A step is`critical`if it satisfies BOTH [Condition A] and [Condition B].

CRISP: Critical Step Perception for Training Efficient Deep Search Agents [Evaluation Criteria] A step is`critical`if it satisfies BOTH [Condition A] and [Condition B]

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:13:43.343932Z

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 637d54ee-c583-4608-9421-11d8b11c9d41 · outbound

This paper cites an unresolved cited work.

CRISP: Critical Step Perception for Training Efficient Deep Search Agents Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:13:43.623880Z

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 17f2c09a-f06b-4c36-a893-2f7d7fef4a41 · outbound

This paper cites smaller-is-always-shorter.

CRISP: Critical Step Perception for Training Efficient Deep Search Agents smaller-is-always-shorter

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:13:43.212390Z

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 a085b9c6-f061-424b-b632-290cdd2beb9a · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

CRISP: Critical Step Perception for Training Efficient Deep Search Agents gpt-oss-120b & gpt-oss-20b Model Card

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T00:13:40.954434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ff99004-64ea-48ae-b149-e0f3c3e7eb9f · outbound

This paper cites Huang, L.; Liu, Y.; Jiang, J.; Zhang, R.; Yan, J.; Li, J.; and Zhao, W.

CRISP: Critical Step Perception for Training Efficient Deep Search Agents Huang, L.; Liu, Y.; Jiang, J.; Zhang, R.; Yan, J.; Li, J.; and Zhao, W

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-07T00:13:41.010155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.