Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T07:42:24.148398Z
Paper Citation Record · LEDGER
Argus: Evidence Assembly for Scalable Deep Research Agents
As of 6 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 2 inbound Pith citation observations for arXiv:2605.16217.
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 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T15:12:55.638767Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-03T10:27:56.503592Z
Reference resolution
61 of 61 outbound references displayed
- verified exact25
- verified fuzzy31
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ddccb505-bcea-486e-a1d0-66a6f8d29359 · outbound
This paper cites Deep research system card.
Argus: Evidence Assembly for Scalable Deep Research Agents Deep research system card
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.514844Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1f46dbf5-91e8-44b0-bbf0-7d8f869e09f6 · outbound
This paper cites Gemini deep research overview.
Argus: Evidence Assembly for Scalable Deep Research Agents Gemini deep research overview
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.511167Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 51a7e0f4-8781-4d5e-bcfc-3a2f9d8e48cc · outbound
This paper cites Grok 3 beta — the age of reasoning agents, February 2025.
Argus: Evidence Assembly for Scalable Deep Research Agents Grok 3 beta — the age of reasoning agents, February 2025
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.513875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c58ece30-626e-4bd1-8ffb-15012922fea7 · outbound
This paper cites Tongyi DeepResearch Technical Report.
Argus: Evidence Assembly for Scalable Deep Research Agents Tongyi DeepResearch Technical Report
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T07:44:02.996765Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b5b64e5a-b88e-494f-8b15-e3cdf9fac97b · outbound
This paper cites Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou.
Argus: Evidence Assembly for Scalable Deep Research Agents Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.516843Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 96247f7a-d230-413f-aa8a-0f3fbc8b7e4f · outbound
This paper cites Solving math word problems with process- and outcome-based feedback.
Argus: Evidence Assembly for Scalable Deep Research Agents Solving math word problems with process- and outcome-based feedback
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T07:44:02.984606Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a3fee959-b4d9-4ca0-aa09-35c3daee9fde · outbound
This paper cites Training Verifiers to Solve Math Word Problems.
Argus: Evidence Assembly for Scalable Deep Research Agents Training Verifiers to Solve Math Word Problems
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T07:44:03.001917Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f68b1eaf-3b8c-47f8-a9bc-a7ec8f3ebba9 · outbound
This paper cites Scaling LLM test- time compute optimally can be more effective than scaling parameters for reasoning.
Argus: Evidence Assembly for Scalable Deep Research Agents Scaling LLM test- time compute optimally can be more effective than scaling parameters for reasoning
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.501882Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0680f725-0cf4-4124-8ebb-103251c1466d · outbound
This paper cites Parallelmuse: Agentic parallel thinking for deep information seeking.
Argus: Evidence Assembly for Scalable Deep Research Agents Parallelmuse: Agentic parallel thinking for deep information seeking
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T07:44:02.995105Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bcd8915b-59ef-4aab-8aa1-58e4392cfa9d · outbound
This paper cites Pacore: Learning to scale test-time compute with parallel coordinated reasoning.
Argus: Evidence Assembly for Scalable Deep Research Agents Pacore: Learning to scale test-time compute with parallel coordinated reasoning
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T07:44:03.000874Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1b6f6892-e418-4ab9-b6d7-0086ebfc758e · outbound
This paper cites Large Language Monkeys: Scaling Inference Compute with Repeated Sampling.
Argus: Evidence Assembly for Scalable Deep Research Agents Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 11
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-21T07:44:02.979309Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ccea9425-2bae-4270-b4c9-beade12f4291 · outbound
This paper cites Agentic Aggregation for Parallel Scaling of Long-Horizon Agentic Tasks.
Argus: Evidence Assembly for Scalable Deep Research Agents Agentic Aggregation for Parallel Scaling of Long-Horizon Agentic Tasks
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T07:44:02.974228Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2aee5311-7288-451c-ab14-29a3067a5154 · outbound
This paper cites Pushing test-time scaling limits of deep search with asymmetric verification.
Argus: Evidence Assembly for Scalable Deep Research Agents Pushing test-time scaling limits of deep search with asymmetric verification
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.495749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d4347ff9-d16b-4e14-824f-a7d3667d8a2f · outbound
This paper cites Kimi K2.5: Visual Agentic Intelligence.
Argus: Evidence Assembly for Scalable Deep Research Agents Kimi K2.5: Visual Agentic Intelligence
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T07:44:02.966521Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 62e5c425-ab45-44b6-9a38-c9a4ab99bda9 · outbound
This paper cites React: Synergizing reasoning and acting in language models.
Argus: Evidence Assembly for Scalable Deep Research Agents React: Synergizing reasoning and acting in language models
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.497833Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation efff23de-5837-46f9-b8f5-c53067569a3f · outbound
This paper cites WebGPT: Browser-assisted question-answering with human feedback.
Argus: Evidence Assembly for Scalable Deep Research Agents WebGPT: Browser-assisted question-answering with human feedback
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T07:44:02.968870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0295f978-fd4a-4f89-b62f-e62af186befa · outbound
This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.
Argus: Evidence Assembly for Scalable Deep Research Agents WebArena: A Realistic Web Environment for Building Autonomous Agents
Reference 17
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-21T07:44:02.976746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d3bde5d2-2614-421f-be6c-a6fd268ae7cf · outbound
This paper cites Search-o1: Agentic search-enhanced large reasoning models.
Argus: Evidence Assembly for Scalable Deep Research Agents Search-o1: Agentic search-enhanced large reasoning models
Reference 18
- Resolution
- verified exact
- doi, observed 2026-05-21T07:44:02.581431Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8d5de88c-9de3-462b-b5ff-cfae606c6de4 · outbound
This paper cites Tree of thoughts: Deliberate problem solving with large language models.Ad- vances in neural information processing systems, 36:11809–11822.
Argus: Evidence Assembly for Scalable Deep Research Agents Tree of thoughts: Deliberate problem solving with large language models.Ad- vances in neural information processing systems, 36:11809–11822
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.493885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 396942f9-2730-4238-b728-275aee7bb8e1 · outbound
This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.
Argus: Evidence Assembly for Scalable Deep Research Agents From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T07:44:02.999447Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 076f72f3-4f2f-4f77-9e14-7d85bdab524d · outbound
This paper cites HippoRAG: Neurobiologically inspired long-term memory for large language models.
Argus: Evidence Assembly for Scalable Deep Research Agents HippoRAG: Neurobiologically inspired long-term memory for large language models
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.517763Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f64475e5-1974-4269-8e6c-2981f4f993ef · outbound
This paper cites Proceedings of the 2023.
Argus: Evidence Assembly for Scalable Deep Research Agents Proceedings of the 2023
Reference 22
- Resolution
- metadata mismatch
- doi, observed 2026-05-21T07:44:02.583596Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e23596dd-ab94-4d4b-aa72-44634b34935b · outbound
This paper cites Long-form factuality in large language models.
Argus: Evidence Assembly for Scalable Deep Research Agents Long-form factuality in large language models
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.510166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b22578d2-0d39-4c39-9c7d-fcbaff1055cf · outbound
This paper cites Factool: Factuality detection in generative AI - a tool augmented framework for multi-task and multi-domain scenarios.
Argus: Evidence Assembly for Scalable Deep Research Agents Factool: Factuality detection in generative AI - a tool augmented framework for multi-task and multi-domain scenarios
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.502571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d0b63fdc-303f-4a97-917f-79d15878e17c · outbound
This paper cites Chain-of-verification reduces hallucination in large language models.
Argus: Evidence Assembly for Scalable Deep Research Agents Chain-of-verification reduces hallucination in large language models
Reference 25
- Resolution
- verified exact
- doi, observed 2026-05-21T07:44:02.585449Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2df6a5d6-ca6f-4c96-afcb-d26c962fb6ae · outbound
This paper cites Self-refine: Iterative refinement with self-feedback.
Argus: Evidence Assembly for Scalable Deep Research Agents Self-refine: Iterative refinement with self-feedback
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.496736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 34b6abc9-2125-4d0a-a50e-58329cb2e788 · outbound
This paper cites Smith, and Mike Lewis.
Argus: Evidence Assembly for Scalable Deep Research Agents Smith, and Mike Lewis
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.503454Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation dada0eba-80ef-4c3e-b30d-5c10cc3931f3 · outbound
This paper cites Qwen3.5: Accelerating productivity with native multimodal agents, February.
Argus: Evidence Assembly for Scalable Deep Research Agents Qwen3.5: Accelerating productivity with native multimodal agents, February
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.500688Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 63c054b6-58b9-4b87-8832-f3fa34055b89 · outbound
This paper cites an unresolved cited work.
Argus: Evidence Assembly for Scalable Deep Research Agents Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T07:44:03.506651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3d5ec2d4-32b2-4659-867d-594a59658c69 · outbound
This paper cites WebSailor: Navigating Super-human Reasoning for Web Agent.
Argus: Evidence Assembly for Scalable Deep Research Agents WebSailor: Navigating Super-human Reasoning for Web Agent
Reference 30
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T07:44:02.984785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ff28d426-7119-4b8c-81c5-e13682c23ad5 · outbound
This paper cites Websailor-v2: Bridging the chasm to proprietary agents via synthetic data and scalable rein- forcement learning.
Argus: Evidence Assembly for Scalable Deep Research Agents Websailor-v2: Bridging the chasm to proprietary agents via synthetic data and scalable rein- forcement learning
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.504478Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3642fd2b-57ac-4ba8-93a5-cbea2486c4cd · outbound
This paper cites an unresolved cited work.
Argus: Evidence Assembly for Scalable Deep Research Agents Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T07:44:03.508400Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a3a9724c-8a20-4af4-896e-b3c5e2b77718 · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
Argus: Evidence Assembly for Scalable Deep Research Agents DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 33
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T07:44:02.989697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 24f64367-2593-48ee-95ca-fb2370d173b3 · outbound
This paper cites Let’s verify step by step.
Argus: Evidence Assembly for Scalable Deep Research Agents Let’s verify step by step
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.462767Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 912de9f3-ac6c-42ac-a851-b1f89cf5dd8d · outbound
This paper cites Browsecomp: A simple yet challenging benchmark for browsing agents.
Argus: Evidence Assembly for Scalable Deep Research Agents Browsecomp: A simple yet challenging benchmark for browsing agents
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.467116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0a001d36-5de1-4bf1-8362-c064de1e14be · outbound
This paper cites BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese.
Argus: Evidence Assembly for Scalable Deep Research Agents BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese
Reference 36
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T07:44:02.992354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8152d77d-739b-49a0-a8fb-3eb4faefb282 · outbound
This paper cites xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations.
Argus: Evidence Assembly for Scalable Deep Research Agents xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T07:44:02.954738Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2f66c7b8-6d52-41da-a096-b8b75b1a8751 · outbound
This paper cites Gaia: a benchmark for general ai assistants.
Argus: Evidence Assembly for Scalable Deep Research Agents Gaia: a benchmark for general ai assistants
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.476823Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0b47e39c-92ec-4590-9c47-90f191fbb4b1 · outbound
This paper cites SealQA: Raising the Bar for Reasoning in Search-Augmented Language Models.
Argus: Evidence Assembly for Scalable Deep Research Agents SealQA: Raising the Bar for Reasoning in Search-Augmented Language Models
Reference 39
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T07:44:02.987216Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 38c3bfc5-04db-426f-af04-75c37f12efca · outbound
This paper cites Humanity's Last Exam.
Argus: Evidence Assembly for Scalable Deep Research Agents Humanity's Last Exam
Reference 40
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T07:44:02.967776Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6cd9e5be-3746-4201-9c8d-7ee7cd1488da · outbound
This paper cites Frontierscience: Evaluating ai’s ability to perform expert-level scientific tasks.
Argus: Evidence Assembly for Scalable Deep Research Agents Frontierscience: Evaluating ai’s ability to perform expert-level scientific tasks
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T07:44:02.957444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cc63b825-a71e-4de1-9fd1-8cd97a56d39b · outbound
This paper cites Openai gpt-5.2 system card.
Argus: Evidence Assembly for Scalable Deep Research Agents Openai gpt-5.2 system card
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.478931Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3790bb3b-0bd5-470e-9cec-e6534f547d6c · outbound
This paper cites System card claude sonnet 4.6.
Argus: Evidence Assembly for Scalable Deep Research Agents System card claude sonnet 4.6
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.518813Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ad4b786c-209a-4d2b-ad4d-fe84e76deecc · outbound
This paper cites Seed 2.0 model card: Towards intelligence frontier for real-world complex- ity.
Argus: Evidence Assembly for Scalable Deep Research Agents Seed 2.0 model card: Towards intelligence frontier for real-world complex- ity
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.519536Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 04f46956-9333-4efd-974c-819231ef7188 · outbound
This paper cites GLM-5: from Vibe Coding to Agentic Engineering.
Argus: Evidence Assembly for Scalable Deep Research Agents GLM-5: from Vibe Coding to Agentic Engineering
Reference 45
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T07:44:02.990465Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0131f8fa-d5d8-408b-a8fd-794284dba6c5 · outbound
This paper cites Kimi k2.6 technical blog.
Argus: Evidence Assembly for Scalable Deep Research Agents Kimi k2.6 technical blog
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.509466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 068f88bb-667e-4e7f-8622-4dd788a178d1 · outbound
This paper cites Deepseek v4 technical report.
Argus: Evidence Assembly for Scalable Deep Research Agents Deepseek v4 technical report
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.507664Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c2d8655b-620a-4c0a-9d9b-2bed65b3221d · outbound
This paper cites Mirothinker-1.7 & h1: Towards heavy-duty research agents via verification.
Argus: Evidence Assembly for Scalable Deep Research Agents Mirothinker-1.7 & h1: Towards heavy-duty research agents via verification
Reference 48
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T07:44:02.993512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 45abff22-77a5-4679-bc64-162e8b5bc5d0 · outbound
This paper cites Webwalker: Benchmarking llms in web traversal.
Argus: Evidence Assembly for Scalable Deep Research Agents Webwalker: Benchmarking llms in web traversal
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.520505Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 14b8fda9-f299-4fb8-831a-0ebce0b12acd · outbound
This paper cites Webthinker: Empowering large reasoning models with deep research capability.Advances in Neural Information Processing Systems, 38:120091–120131.
Argus: Evidence Assembly for Scalable Deep Research Agents Webthinker: Empowering large reasoning models with deep research capability.Advances in Neural Information Processing Systems, 38:120091–120131
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.484961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cb46b44c-d7f9-4e1b-a956-150fb7d05eea · outbound
This paper cites Webdancer: Towards autonomous information seeking agency.
Argus: Evidence Assembly for Scalable Deep Research Agents Webdancer: Towards autonomous information seeking agency
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.487082Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 448705b1-2dd5-4cd0-b89b-1dcc2df70892 · outbound
This paper cites Webresearcher: Unleashing unbounded reasoning capability in long-horizon agents.
Argus: Evidence Assembly for Scalable Deep Research Agents Webresearcher: Unleashing unbounded reasoning capability in long-horizon agents
Reference 52
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T07:44:03.006667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 084a1b7e-90d6-4553-9734-771274e7f5fd · outbound
This paper cites Webexplorer: Exploreandevolvefortraininglong-horizonwebagents.arXivpreprint.
Argus: Evidence Assembly for Scalable Deep Research Agents Webexplorer: Exploreandevolvefortraininglong-horizonwebagents.arXivpreprint
Reference 53
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T07:44:02.973443Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 01cc299f-400b-4f14-a22a-4c548091bc61 · outbound
This paper cites Agentfold: Long-horizon web agents with proactive context management.
Argus: Evidence Assembly for Scalable Deep Research Agents Agentfold: Long-horizon web agents with proactive context management
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T07:44:03.003554Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bc8c672c-8fb5-4a4d-afaf-c406d4fe6c79 · outbound
This paper cites Resum: Unlocking long-horizon search intelligence via context summarization.
Argus: Evidence Assembly for Scalable Deep Research Agents Resum: Unlocking long-horizon search intelligence via context summarization
Reference 55
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T07:44:03.012706Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 34b4ee54-8306-4b74-94bb-0a4d3a90f241 · outbound
This paper cites Reasoning with language model is planning with world model.
Argus: Evidence Assembly for Scalable Deep Research Agents Reasoning with language model is planning with world model
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.480377Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f1db5584-7823-4307-b9f3-60d372aa95bb · outbound
This paper cites Autogen: Enabling next-gen llm applications via multi-agent conversations.
Argus: Evidence Assembly for Scalable Deep Research Agents Autogen: Enabling next-gen llm applications via multi-agent conversations
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.482187Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 538ad60c-832d-4672-81e9-5168dbb2d648 · outbound
This paper cites Camel: Communicative agents for" mind" exploration of large language model society.Advances in neural information processing systems, 36:51991–52008.
Argus: Evidence Assembly for Scalable Deep Research Agents Camel: Communicative agents for" mind" exploration of large language model society.Advances in neural information processing systems, 36:51991–52008
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.494956Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 62047f19-707d-4b7d-92f7-e279d477585f · outbound
This paper cites Metagpt: Meta programming for a multi-agent collaborative framework.
Argus: Evidence Assembly for Scalable Deep Research Agents Metagpt: Meta programming for a multi-agent collaborative framework
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.511827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6e505ae6-5347-4fba-ae41-5bc88a8045a1 · outbound
This paper cites Improving factuality and reasoning in language models through multiagent debate.
Argus: Evidence Assembly for Scalable Deep Research Agents Improving factuality and reasoning in language models through multiagent debate
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T07:44:03.515945Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 61d1ba3d-d915-435f-aeaa-94f4b4c66f83 · outbound
This paper cites Mindstorms in natural language-based societies of mind.
Argus: Evidence Assembly for Scalable Deep Research Agents Mindstorms in natural language-based societies of mind
Reference 61
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T07:44:03.009596Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Pith citing papers
Observation 311b105f-6274-4041-86de-82c1eb115d6e · 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 Argus: Evidence Assembly for Scalable Deep Research Agents
Reference 80
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-03T10:27:56.504990Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 89c03f4b-e1f6-481c-ad44-a34be4563e1a · 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 Argus: Evidence Assembly for Scalable Deep Research Agents
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T15:12:55.638767Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.