Paper Citation Record · LEDGER

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms

As of 7 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2506.02931.

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

pith.paper-citation-record.v1
2506.02931 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:15:37.394807Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

18 of 18 outbound references displayed

verified exact1
verified fuzzy5
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 898b8601-c30f-47a7-b0d6-50e7af99223b · outbound

This paper cites Agno: a lightweight, high-performance library for building agents.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms Agno: a lightweight, high-performance library for building agents

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:37.601544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6853f5d1-012f-4104-9193-12d66a890d5e · outbound

This paper cites Reducing hallucination in structured outputs via Retrieval-Augmented Generation.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms Reducing hallucination in structured outputs via Retrieval-Augmented Generation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:37.335253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe82640e-a209-46a9-9fba-743cecd8d6a0 · outbound

This paper cites MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:37.339141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5331699-89fe-4895-823f-1f84d57dc50e · outbound

This paper cites SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:37.342888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 567829ea-c6a2-459f-8c6c-8a58f585f895 · outbound

This paper cites Towards an AI co-scientist.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms Towards an AI co-scientist

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:37.346783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 452bc777-8b1e-48ec-a40c-7b7597c202ff · outbound

This paper cites LLM Multi-Agent Systems: Challenges and Open Problems.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms LLM Multi-Agent Systems: Challenges and Open Problems

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:37.350343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e993ecf-e5f0-4f39-98d1-75e0aa704ea0 · outbound

This paper cites Huang, Y.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms Huang, Y

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:37.589885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 35126c5d-403d-4908-a678-6e567240eb91 · outbound

This paper cites DuetRAG: Collaborative Retrieval-Augmented Generation.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms DuetRAG: Collaborative Retrieval-Augmented Generation

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:15:37.486230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 018be838-96fa-4370-b1d3-c4072738eb04 · outbound

This paper cites Langchain: The platform for reliable agents.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms Langchain: The platform for reliable agents

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:37.579583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ba98c2c9-77fc-412d-bf78-adbe3b3b115d · outbound

This paper cites Liang, Z.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms Liang, Z

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:37.568247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a4e769a8-6c90-4942-a2d7-c1465b9a23dd · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:37.368668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae4cbbda-a8eb-44c8-8573-4cb5c4a40477 · outbound

This paper cites AgentRxiv: Towards Collaborative Autonomous Research.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms AgentRxiv: Towards Collaborative Autonomous Research

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:37.372256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 541d1a98-e0a2-4c83-90ad-732739115982 · outbound

This paper cites Towards Effective GenAI Multi-Agent Collaboration: Design and Evaluation for Enterprise Applications.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms Towards Effective GenAI Multi-Agent Collaboration: Design and Evaluation for Enterprise Applications

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:37.375943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75cfa678-01b9-46fe-b1fd-4a3e565216fb · outbound

This paper cites an unresolved cited work.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:15:37.557558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cbf97885-5769-4632-8dac-925b8a76f505 · outbound

This paper cites Swanson, W.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms Swanson, W

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:37.546725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5e57f4d3-f0a6-41c1-9977-07eea854a4cb · outbound

This paper cites Multi-Agent Collaboration Mechanisms: A Survey of LLMs.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms Multi-Agent Collaboration Mechanisms: A Survey of LLMs

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:37.387237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf8ff454-2eda-484a-8555-17259ce5ae16 · outbound

This paper cites RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:37.390830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c12ac362-36c3-45a9-b3e9-4df981588909 · outbound

This paper cites Privacy-Preserving Large Language Models: Mechanisms, Applications, and Future Directions.

ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms Privacy-Preserving Large Language Models: Mechanisms, Applications, and Future Directions

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:37.394807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.