Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:20:46.087115Z
Paper Citation Record · LEDGER
Training Documents Reranker with Search Rubrics for Deep Research Agent
As of 7 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2608.03527.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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
Reference resolution
38 of 38 outbound references displayed
- verified exact1
- verified fuzzy21
- unresolved16
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 7957b295-a0b2-4239-bcef-72409eb94d63 · outbound
This paper cites motion dazzle human perception algorithms heuristics.
Training Documents Reranker with Search Rubrics for Deep Research Agent motion dazzle human perception algorithms heuristics
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:47.725584Z
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.
Observation 499a1bbe-8c8b-4f32-a8a9-d6bd5e87a820 · outbound
This paper cites Note that the query intent may contain irrelevant, broader, or overly expanded thoughts.
Training Documents Reranker with Search Rubrics for Deep Research Agent Note that the query intent may contain irrelevant, broader, or overly expanded thoughts
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:47.681549Z
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.
Observation 1ca1742e-7d30-454a-80e3-8247e481bab8 · outbound
This paper cites Weiwei Sun, Lingyong Yan, Xinyu Ma, Shuaiqiang Wang, Pengjie Ren, Zhumin Chen, Dawei Yin, and Zhaochun Ren.
Training Documents Reranker with Search Rubrics for Deep Research Agent Weiwei Sun, Lingyong Yan, Xinyu Ma, Shuaiqiang Wang, Pengjie Ren, Zhumin Chen, Dawei Yin, and Zhaochun Ren
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:20:41.760422Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebc105c1-7505-4c3d-8ef2-d2cea6b42c17 · outbound
This paper cites To what extent and how can the motion dazzle effect give significant insight into the general algorithms or heuristics that underlie general perception in humans?.
Training Documents Reranker with Search Rubrics for Deep Research Agent To what extent and how can the motion dazzle effect give significant insight into the general algorithms or heuristics that underlie general perception in humans?
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:47.743628Z
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.
Observation 32be1f9b-5cd6-4531-a702-381516908705 · outbound
This paper cites an unresolved cited work.
Training Documents Reranker with Search Rubrics for Deep Research Agent Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:20:47.702440Z
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.
Observation 4d15793f-ace5-4637-8b94-a52593bc6f34 · outbound
This paper cites set_level_rubrics.
Training Documents Reranker with Search Rubrics for Deep Research Agent set_level_rubrics
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:47.581549Z
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.
Observation 04f78a19-6c85-421b-a5ea-c7968f4bb8a4 · outbound
This paper cites Your job: - First analyze the query, the query intent, and the reference answer.
Training Documents Reranker with Search Rubrics for Deep Research Agent Your job: - First analyze the query, the query intent, and the reference answer
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:47.563429Z
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.
Observation 390c6cd7-df8b-4142-ac14-23587c9637c3 · outbound
This paper cites Each distinct paragraph in the reference answer typically corresponds to a need aspect that the document set should support with evidence.
Training Documents Reranker with Search Rubrics for Deep Research Agent Each distinct paragraph in the reference answer typically corresponds to a need aspect that the document set should support with evidence
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:47.660372Z
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.
Observation 02870a77-5d53-4d99-a0ff-02557de3fdad · outbound
This paper cites Count limit: Generate exactly one query-specific rubric under this meta rubric.
Training Documents Reranker with Search Rubrics for Deep Research Agent Count limit: Generate exactly one query-specific rubric under this meta rubric
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:47.644736Z
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.
Observation bac31273-723b-4096-b664-cfc569c656a6 · outbound
This paper cites an unresolved cited work.
Training Documents Reranker with Search Rubrics for Deep Research Agent Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:20:47.627415Z
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.
Observation d309d806-6535-4609-8411-86ede7068d7f · outbound
This paper cites It should only be triggered when the query clearly belongs to a domain where source authority is critical, such as medicine, law, finance, policy.
Training Documents Reranker with Search Rubrics for Deep Research Agent It should only be triggered when the query clearly belongs to a domain where source authority is critical, such as medicine, law, finance, policy
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:47.609470Z
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.
Observation fe219fd4-33c9-41dd-8d73-521041d9c331 · outbound
This paper cites set_level_rubrics.
Training Documents Reranker with Search Rubrics for Deep Research Agent set_level_rubrics
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:47.547395Z
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.
Observation a347eace-b5dd-453d-875e-a1462e992c08 · outbound
This paper cites an unresolved cited work.
Training Documents Reranker with Search Rubrics for Deep Research Agent Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:20:47.532786Z
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.
Observation 014fad24-b22a-4816-9df9-ec2feee3b880 · outbound
This paper cites Your job:.
Training Documents Reranker with Search Rubrics for Deep Research Agent Your job:
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:47.503711Z
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.
Observation 884aaeee-3ff2-46ab-ad5d-73e16cde2ed2 · outbound
This paper cites an unresolved cited work.
Training Documents Reranker with Search Rubrics for Deep Research Agent Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:20:47.488688Z
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.
Observation 427439e4-7bdd-48e0-8c5b-fea092782b4b · outbound
This paper cites an unresolved cited work.
Training Documents Reranker with Search Rubrics for Deep Research Agent Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:20:47.458318Z
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.
Observation 72302d85-abdb-4388-9001-598fdb270314 · outbound
This paper cites Output format (STRICT): Return ONLY the selected document identifiers in order, each wrapped in square brackets and separated by a single space.
Training Documents Reranker with Search Rubrics for Deep Research Agent Output format (STRICT): Return ONLY the selected document identifiers in order, each wrapped in square brackets and separated by a single space
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:47.442996Z
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.
Observation 01f1f919-67ab-4dee-ba63-e3d19f5a2713 · outbound
This paper cites These are split into: - **Set-level rubrics** (Relevance / Conciseness / Consistency): judge the whole selected set jointly.
Training Documents Reranker with Search Rubrics for Deep Research Agent These are split into: - **Set-level rubrics** (Relevance / Conciseness / Consistency): judge the whole selected set jointly
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:47.518070Z
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.
Observation 645bf5a3-fbae-4391-b0b4-fbb512909b43 · outbound
This paper cites Your job:.
Training Documents Reranker with Search Rubrics for Deep Research Agent Your job:
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:47.427962Z
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.
Observation bc2522cc-ea82-4d86-a2a6-555f51f3590b · outbound
This paper cites an unresolved cited work.
Training Documents Reranker with Search Rubrics for Deep Research Agent Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:20:47.412534Z
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.
Observation c61d2736-b6c8-47dc-8929-b0ae2b24f32b · outbound
This paper cites an unresolved cited work.
Training Documents Reranker with Search Rubrics for Deep Research Agent Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:20:47.472791Z
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.
Observation 33e0da34-cf6a-46aa-b34b-cb4a118331f9 · outbound
This paper cites The selected set should cover the important information needs, avoid unnecessary redundancy, and prefer documents that satisfy doc-level rubrics (if provided).
Training Documents Reranker with Search Rubrics for Deep Research Agent The selected set should cover the important information needs, avoid unnecessary redundancy, and prefer documents that satisfy doc-level rubrics (if provided)
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:47.397759Z
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.
Observation 82632e8c-aa17-46a3-8751-fdbd1cc92e96 · outbound
This paper cites Output format (STRICT): Return ONLY the selected document identifiers in order, each wrapped in square brackets and separated by a single space.
Training Documents Reranker with Search Rubrics for Deep Research Agent Output format (STRICT): Return ONLY the selected document identifiers in order, each wrapped in square brackets and separated by a single space
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:47.381414Z
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.
Observation 53f97546-3d74-4184-a9bf-b3f8eb6872d9 · outbound
This paper cites an unresolved cited work.
Training Documents Reranker with Search Rubrics for Deep Research Agent Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:20:47.365023Z
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.
Observation 0120a0c4-8062-473c-b7b3-99c9e7d1f98b · outbound
This paper cites an unresolved cited work.
Training Documents Reranker with Search Rubrics for Deep Research Agent Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:20:47.346992Z
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.
Observation 6b9fed45-974a-42ee-8876-785621eee12d · outbound
This paper cites an unresolved cited work.
Training Documents Reranker with Search Rubrics for Deep Research Agent Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:20:47.188088Z
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.
Observation 03b2da9a-a3c9-4b85-9e47-e6fad053d088 · outbound
This paper cites For general, everyday, entertainment, or low-stakes informational queries, ignore this rubric.
Training Documents Reranker with Search Rubrics for Deep Research Agent For general, everyday, entertainment, or low-stakes informational queries, ignore this rubric
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:46.953512Z
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.
Observation a0ad3b41-63ab-4d2c-a5ee-f83963abb214 · outbound
This paper cites For queries with no temporal requirement, ignore this rubric.
Training Documents Reranker with Search Rubrics for Deep Research Agent For queries with no temporal requirement, ignore this rubric
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:46.724166Z
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.
Observation bf24cdd3-4697-471d-a2fd-b9db0d01159a · outbound
This paper cites Do not output any other text or explanation.
Training Documents Reranker with Search Rubrics for Deep Research Agent Do not output any other text or explanation
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:46.703291Z
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.
Observation fa774b52-7301-4e0a-8b41-f88cc53ec366 · outbound
This paper cites an unresolved cited work.
Training Documents Reranker with Search Rubrics for Deep Research Agent Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:20:46.684870Z
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.
Observation 172a5bfa-ea62-4edc-8228-18c2cc4f091c · outbound
This paper cites an unresolved cited work.
Training Documents Reranker with Search Rubrics for Deep Research Agent Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:20:46.665710Z
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.
Observation c93827ba-8b50-4f5d-b2c5-69f0abca681c · outbound
This paper cites an unresolved cited work.
Training Documents Reranker with Search Rubrics for Deep Research Agent Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T17:20:46.648193Z
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.
Observation 2ae53446-5527-4f49-b398-d05c5715575d · outbound
This paper cites For general, everyday, entertainment, or low-stakes informational questions, ignore this rubric.
Training Documents Reranker with Search Rubrics for Deep Research Agent For general, everyday, entertainment, or low-stakes informational questions, ignore this rubric
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:46.632157Z
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.
Observation 81a80193-2633-4a8d-882e-026e6a90f7e1 · outbound
This paper cites For questions with no temporal requirement, ignore this rubric.
Training Documents Reranker with Search Rubrics for Deep Research Agent For questions with no temporal requirement, ignore this rubric
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:46.615225Z
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.
Observation 0065aaca-7356-4274-95f3-e325206fd8a6 · outbound
This paper cites Do not output any other text or explanation.
Training Documents Reranker with Search Rubrics for Deep Research Agent Do not output any other text or explanation
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T17:20:46.598178Z
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.
Observation 9bd0fa4d-3a99-4cfe-819d-2c43ca52fecb · outbound
This paper cites Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models.
Training Documents Reranker with Search Rubrics for Deep Research Agent Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:20:41.712525Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98bf5dad-2713-4ba4-ba9b-c01609bfd913 · outbound
This paper cites Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains.
Training Documents Reranker with Search Rubrics for Deep Research Agent Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T17:20:41.638577Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f10b9fe-e3dd-4465-8d0e-2505e033d76c · outbound
This paper cites Yunfan Gao, Yun Xiong, Xinyu Gao, Kangxiang Jia, Jinliu Pan, Yuxi Bi, Yi Dai, Jiawei Sun, Qianyu Guo, Meng Wang, and Haofen Wang.
Training Documents Reranker with Search Rubrics for Deep Research Agent Yunfan Gao, Yun Xiong, Xinyu Gao, Kangxiang Jia, Jinliu Pan, Yuxi Bi, Yi Dai, Jiawei Sun, Qianyu Guo, Meng Wang, and Haofen Wang
Reference 2026
- Resolution
- verified exact
- raw_fallback, observed 2026-08-05T17:20:46.580136Z
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.
Pith citing papers
No inbound Pith citation observations are available.