Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T06:50:27.431078Z
Paper Citation Record · LEDGER
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models
As of 4 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 4 inbound Pith citation observations for arXiv:2510.14438.
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 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T07:58:55.548382Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-03T10:27:56.469481Z
Reference resolution
28 of 28 outbound references displayed
- verified exact1
- verified fuzzy14
- unresolved13
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 7c850a8d-4720-4b66-bf63-6af00be4fb05 · outbound
This paper cites doi: 10.18653/v1/2024.findings-acl.557.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models doi: 10.18653/v1/2024.findings-acl.557
Reference 1
- Resolution
- verified exact
- doi, observed 2026-05-18T06:51:00.383180Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e42b398e-9e97-4566-b3c1-7b8d17907c7f · outbound
This paper cites • Visit and browse at least **{least_visits} different websites** to collect diverse and relevant information.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models • Visit and browse at least **{least_visits} different websites** to collect diverse and relevant information
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T06:51:00.971576Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 096a26be-a286-45cb-976e-835efb0db6f0 · outbound
This paper cites The answer should **not** be obtainable by a simple search or from a single page.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models The answer should **not** be obtainable by a simple search or from a single page
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T06:51:00.959266Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7c565bf4-06d8-4ae3-87c6-0b59c66ce0d6 · outbound
This paper cites Some good examples.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models Some good examples
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T06:51:00.914271Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 35cec91b-b58c-4bc4-bf2d-f537e949ab65 · outbound
This paper cites an unresolved cited work.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T06:51:00.938152Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 801b2976-c49a-42d6-a916-2513bcb07454 · outbound
This paper cites an unresolved cited work.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T06:51:00.996938Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 63650164-6956-4c96-af2e-13fc7a79c5ea · outbound
This paper cites an unresolved cited work.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T06:51:00.987569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation aaa17f06-af77-4f1a-a277-e156fbb8d32e · outbound
This paper cites Any algorithm can be used, such as linear regression, polynomial regression, logistic regression, EMA, etc.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models Any algorithm can be used, such as linear regression, polynomial regression, logistic regression, EMA, etc
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T06:51:00.946728Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e44bfb1b-79c9-4a3b-a89d-79153d42d70b · outbound
This paper cites an unresolved cited work.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T06:51:00.922298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e74910fc-0bb0-4d77-8e10-a5192f5f6b25 · outbound
This paper cites an unresolved cited work.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T06:51:01.000863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e91f5425-6076-45c6-a7ac-8714d88e8a45 · outbound
This paper cites > General Computation Intensive Tasks - Batch Data Analysis Requires Intensive Computation.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models > General Computation Intensive Tasks - Batch Data Analysis Requires Intensive Computation
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T06:51:01.013340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0d926c57-9292-4a3e-b351-a092fa14041e · outbound
This paper cites 2024 to Oct.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models 2024 to Oct
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T06:51:00.929961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e61cb88f-01da-422a-b237-7885da21d20c · outbound
This paper cites –––––––––––– • Element-wise operations > Calculation - Selecting specific elements, performing mathematical operations between elements, e.g., probability, calculation.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models –––––––––––– • Element-wise operations > Calculation - Selecting specific elements, performing mathematical operations between elements, e.g., probability, calculation
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T06:51:00.954835Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a7f34e77-529d-43fe-9590-a369bcffc1e1 · outbound
This paper cites an unresolved cited work.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T06:51:00.979802Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f827ae4a-3e13-435d-aa2a-a00c1b105400 · outbound
This paper cites an unresolved cited work.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T06:51:00.910437Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f0498660-3956-40bb-b182-145e0fb49f37 · outbound
This paper cites Avoid direct listing; use indirect clues framed as questions.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models Avoid direct listing; use indirect clues framed as questions
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T06:51:01.017194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 52aa6d1b-6032-44ad-a537-c9bd1dd5fc36 · outbound
This paper cites Tom is a singer from New York, who was born on 11 Nov 2024, he.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models Tom is a singer from New York, who was born on 11 Nov 2024, he
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T06:51:00.983864Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5aaa3602-3b91-43e2-9e52-6a35465f28ea · outbound
This paper cites My research primarily focuses on.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models My research primarily focuses on
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T06:51:00.942309Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b5671bb8-212a-4c1b-b7e6-49b280e19841 · outbound
This paper cites an unresolved cited work.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T06:51:00.967005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e4a2ad7c-c8a6-4bbd-9409-cc1742dbafb4 · outbound
This paper cites an unresolved cited work.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T06:51:00.918368Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 31d76ac7-dd85-4166-a1f4-9c92ab3f70da · outbound
This paper cites an unresolved cited work.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T06:51:00.926336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1c7d3d4b-70a8-436d-b647-87ed08028285 · outbound
This paper cites Examples.
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T06:51:00.991164Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4cf92b2d-9fb0-4266-a81f-abb86c8722a9 · outbound
This paper cites an unresolved cited work.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T06:51:00.933857Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 55add2cf-89c9-471a-a214-53ff2f04ecae · outbound
This paper cites an unresolved cited work.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T06:51:00.975336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 41d588b2-cede-4998-809a-623343c80c8b · outbound
This paper cites an unresolved cited work.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T06:51:00.962932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c15b9ea9-9048-4047-afd6-46b046b611e3 · outbound
This paper cites ––––––––––––.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models ––––––––––––
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T06:51:01.004785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a6e32ca8-5a20-4a53-9971-76fc4de4f029 · outbound
This paper cites > Short, Concise and easy to verify.
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models > Short, Concise and easy to verify
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T06:51:00.950866Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 17d4b2f0-b15a-4d74-a6f7-4055f30bdbb3 · outbound
This paper cites topic".
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T06:51:01.008689Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
Observation 20cf6747-81f8-4cc0-b435-2a0115ac8bf7 · inbound
Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration cites this paper.
Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-05-10T12:10:23.472158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e4ed91c8-f3c6-43b3-85b8-a216988ff190 · inbound
SciResearcher: Scaling Deep Research Agents for Frontier Scientific Reasoning cites this paper.
SciResearcher: Scaling Deep Research Agents for Frontier Scientific Reasoning WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models
Reference 41
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T17:01:08.309524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1bbb14fa-0f20-4455-ba0c-3ba2a2688f58 · inbound
Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling cites this paper.
Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T08:03:14.302996Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6f3c6dd2-14b6-4a03-b642-73842061993f · inbound
FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents cites this paper.
FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models
Reference 6
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-03T10:27:56.470894Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.