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Paper Citation Record · LEDGER

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration

As of 9 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2507.04067.

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

pith.paper-citation-record.v1
2507.04067 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:58:45.630686Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

47 of 47 outbound references displayed

  • verified exact0
  • verified fuzzy36
  • unresolved9
  • parse uncertain2
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cee93565-5998-4b91-900c-febe4a1399bc · outbound

This paper cites Ai agents under threat: A survey of key security challenges and future pathways.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Ai agents under threat: A survey of key security challenges and future pathways

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:52.011730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:40.760928Z digest=sha256:7b5eac547136ae791c85d22ee1874fb76ae866699e5cff83797c5e487b8b12dc

Observation 3963d667-de98-4c4a-9075-d036e84c492e · outbound

This paper cites agentuniverse: Multi-agent ecosystem for autonomous agents.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration agentuniverse: Multi-agent ecosystem for autonomous agents

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:51.839663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:40.837070Z digest=sha256:c1ec4f2dadc7ce44a3071fd73d91e26df0b7c675d58c46496142695a95b36b28

Observation d10bf31d-2acd-4866-8712-c8c2104cb476 · outbound

This paper cites AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T19:58:40.934901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:58:40.934901Z digest=sha256:71042e38cec7998e8948fe53a47cade1f2c7f6b0feba6e6d0b5c0de70fc9c023

Observation 71ae6691-0a3b-4d64-a4c3-4eb0e0eb37de · outbound

This paper cites Agno: An agentic workflow framework for llm applications, 2024.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Agno: An agentic workflow framework for llm applications, 2024

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:51.668802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:41.095402Z digest=sha256:088be9cfd7f214cd2b26e7b5b15632c29e207bc968ce47ade658118107ea1081

Observation e55ccd38-3afd-45b8-9a64-a24a9dab0c4f · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T19:58:41.195903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:58:41.195903Z digest=sha256:fd0da1799e897f0f503bd88b19917f9a6c4d8d4febc63d47ca7fbd4ae30fbea6

Observation db76eb84-1d74-4243-ab8d-f6f3e3736772 · outbound

This paper cites CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T19:58:41.321629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:58:41.321629Z digest=sha256:1e5bdcca8104127e7186a8b4d25277f6231e5f7c6d4d520db89cb248c8b00d80

Observation d528ddb9-69fe-4671-aa13-ba2e5e4b6fe9 · outbound

This paper cites ChatDev: Communicative Agents for Software Development.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration ChatDev: Communicative Agents for Software Development

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T19:58:41.464864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:58:41.464864Z digest=sha256:c88db11bf2ab9b5bb2b9f434d47346d2d770624d6f69646aa2d2314380c1fc6a

Observation db6e8003-1d5f-430c-88f7-1ee624e48f99 · outbound

This paper cites Coze: Next-gen ai chatbot & multi-agent workflow platform.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Coze: Next-gen ai chatbot & multi-agent workflow platform

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:51.492743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:41.635733Z digest=sha256:5a4533cb14ccb13c43c765104413697543a2367cb081e7e0dcbbe049490bb419

Observation f1dcb02a-878e-4c80-8961-ec3ccd6a30c2 · outbound

This paper cites Crewai: The leading multi-agent platform.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Crewai: The leading multi-agent platform

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:51.210312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:41.905056Z digest=sha256:588af218b6604fcf451f89b148c267469ab0cc72ac3dd3b11d519f90c150285d

Observation 4f2af1ff-9b76-41ff-a42c-e7b868fbc130 · outbound

This paper cites Introducing deep research: Openai’s new system for collaborative reasoning.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Introducing deep research: Openai’s new system for collaborative reasoning

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:51.032671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:42.062893Z digest=sha256:bba945553b3731fb452b25213c789cd3e1d3d00d71bdb154c783dd09a69c411f

Observation 44be0f7b-9b26-45b2-9363-e0cacf314520 · outbound

This paper cites DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T19:58:42.353315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:58:42.353315Z digest=sha256:238ae2f69b0d7c71892eb9e747cdec231cd0831a888179200361e316fbb55c44

Observation acaf123d-1f31-4604-b609-8e4da76e4b66 · outbound

This paper cites Ernie bot agent: Llm agent framework for baidu ernie.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Ernie bot agent: Llm agent framework for baidu ernie

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:50.536739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:42.451531Z digest=sha256:15f569cf9b8348dff4c048ec60b92f6c706eb8ea4e6452e6e8f3340e55a857a5

Observation b0c715a3-c924-4b57-8700-bbb8150a9a37 · outbound

This paper cites Dify: Open-source llm application development platform.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Dify: Open-source llm application development platform

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:50.684719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:42.264558Z digest=sha256:0cb3af0adca582bc7730d5bb6aa41440279d8d5a0ccada7338c5139aa62336c1

Observation 63abd74d-7782-4b2a-a6a9-63802ca4d4fc · outbound

This paper cites Exploration of LLM Multi-Agent Application Implementation Based on LangGraph+CrewAI.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Exploration of LLM Multi-Agent Application Implementation Based on LangGraph+CrewAI

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T19:58:42.689107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:58:42.689107Z digest=sha256:0cff7e5ced09e184011985056903dde825d0541b4fbec32463224f2f1d77ff04

Observation e857f773-24de-4d0b-b7a9-6d10d3cc420e · outbound

This paper cites Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T19:58:42.810446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:58:42.810446Z digest=sha256:88d19d2147a441b7c11c694892efda7ded67c9b27dbb29783c448bd5313cad12

Observation 87fa2125-6f8d-4ec4-bf99-6cd6b887760f · outbound

This paper cites Flowise: Drag & drop ui to build llm apps with langchain.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Flowise: Drag & drop ui to build llm apps with langchain

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:50.359387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:42.593833Z digest=sha256:f8b95bc21977facef131990c79b97cdff7f465d608bb0ef9603a7bb4dae7d9a4

Observation de59e707-41c6-4d0d-b676-59f86a882cb4 · outbound

This paper cites n8n: Fair-code workflow automation platform with native ai capabilities.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration n8n: Fair-code workflow automation platform with native ai capabilities

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:50.163232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:43.040328Z digest=sha256:f52815e51c0d049a94aa765763b6d8c676d6d4c31d223c3e84b62255d28ed4c4

Observation a9ac7489-b3d6-4f32-920e-63af69d2677e · outbound

This paper cites OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T19:58:43.265046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:58:43.265046Z digest=sha256:d3dfa80e9d05e12c0e8c64b6b79cecea88665ee55b787d8bde8d287bf9509c37

Observation 7a0bd973-3890-46c3-9406-f8b85f43b733 · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T19:58:42.923986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:58:42.923986Z digest=sha256:83acb0d7a65128f07be05de96f9c7b7c91b71bdcb2d18befcf0d94b814b24e2d

Observation 0e34cf3a-8314-49af-9fc8-bc336169fa19 · outbound

This paper cites Manus: A general ai agent bridging thoughts and actions.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Manus: A general ai agent bridging thoughts and actions

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:49.796551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:43.558084Z digest=sha256:0f6b884bc5ca14124b7d61929a37c8d493a8f351e00a9daa38b0fc04154e5bf1

Observation 934716c0-ef5f-4749-9632-0066559cd6d0 · outbound

This paper cites an unresolved cited work.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Unresolved cited work

Reference 22

Resolution
parse uncertain
raw_fallback, observed 2026-08-06T19:58:51.380990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:43.147099Z digest=sha256:f7dce30bc9ea1a4dde4fc508675d71f72c6e28a77b765b43f1aa18a107ee30a5

Observation 9f9245a8-6e93-4702-9faf-b3f9eae10e3c · outbound

This paper cites Semantic kernel: Lightweight, open-source ai agent sdk.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Semantic kernel: Lightweight, open-source ai agent sdk

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:49.484240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:43.772236Z digest=sha256:5908ae63f18ba992e7606069548eb30f191438da28ebd972c0df4ee9b8397d48

Observation 00ccd221-2a2c-4019-8960-d8ddf584285d · outbound

This paper cites Swarm: Educational framework exploring ergonomic, lightweight multi-agent orchestration.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Swarm: Educational framework exploring ergonomic, lightweight multi-agent orchestration

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:50.006822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:43.389964Z digest=sha256:0b570af2c56e43576fab702bc595de3a5ce340acd826c91fa51e02cc97599d18

Observation c27e0f2f-a97e-4606-bb4c-a5698ff32f97 · outbound

This paper cites Big data workflows: A reference architecture and the dataview system.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Big data workflows: A reference architecture and the dataview system

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:49.208392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:43.985291Z digest=sha256:8bacefab2a47096170af84cf67e57828e05fe3fdb16868b011b8e62c80b37213

Observation a26aa19a-8da0-44ed-882f-72aa83de1bf0 · outbound

This paper cites Qwen-agent: Agent framework and applications for qwen models.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Qwen-agent: Agent framework and applications for qwen models

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:49.600419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:43.646416Z digest=sha256:73ec1788ab0722bc18f29f790eaa463208e05be21ae5fbdff60057700fbbe83c

Observation 4c02d39e-a99b-45f6-b8c8-3f7650e39793 · outbound

This paper cites Scientific workflow management and the kepler system.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Scientific workflow management and the kepler system

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:48.969342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:44.207071Z digest=sha256:b1901d8a9be1598a4f315da6383f6a4a21bc7edf61910895be839d6e7f2082a4

Observation 19fb7fe6-cdf3-4dfd-826e-91cd0f4637d6 · outbound

This paper cites Collaborative scientific workflows.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Collaborative scientific workflows

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:49.343149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:43.902948Z digest=sha256:c4c8c0f72f64e2d23e062a0c4061c7f6ac6145af0c59786c389ff37556336f16

Observation e1308e5a-fed1-46cf-a297-19564024ae70 · outbound

This paper cites A generic effi- cient scientific workflow engine for the optimizations of run-time execution.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration A generic effi- cient scientific workflow engine for the optimizations of run-time execution

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:48.466022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:44.376974Z digest=sha256:49118d570850d7b0de141dc97de6cbd18f32b4b3f192c8371879d86f7077f51f

Observation be3db01a-0f5e-45fa-a73b-87746052a7f7 · outbound

This paper cites Swift: Fast, reliable, loosely coupled parallel computation.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Swift: Fast, reliable, loosely coupled parallel computation

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:49.085395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:44.075756Z digest=sha256:787c2c01c99cae0b59671e4b3bda6c5acb4083ea65d16e0a56251ba5e7780086

Observation b2874394-722e-4d79-a3c6-e376b0b6cf89 · outbound

This paper cites Tian and Y .D.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Tian and Y .D

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:48.120013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:44.555090Z digest=sha256:eea629ef6b5796b74e7080feca61f18ec3c500ebcb70fe2557b18ed525adefb6

Observation ae59e46a-8f3d-463d-a318-5ce69921c0f0 · outbound

This paper cites Lpod: A local path based optimized scheduling algorithm for deadline-constrained big data workflows in the cloud.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Lpod: A local path based optimized scheduling algorithm for deadline-constrained big data workflows in the cloud

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:48.655332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:44.319766Z digest=sha256:9e367d909e20b79d405baf6beedb2cfc6680de795d2e7f71dbd388c76a2dfbee

Observation 667c535e-cd2c-4fec-b442-a8e3dbe47a08 · outbound

This paper cites An adaptive som neural network method for distributed formation control of a group of auvs.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration An adaptive som neural network method for distributed formation control of a group of auvs

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:47.502853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:44.703464Z digest=sha256:a2135035606dc25ac7c8bad61147aadd2a320e8c37b2385d6b0d97a03894b894

Observation b64308d9-7937-41b3-88b3-17e6ef1a7092 · outbound

This paper cites A service framework for scientific workflow management in the cloud.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration A service framework for scientific workflow management in the cloud

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:48.344015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:44.461867Z digest=sha256:48cdcf98007b6895ae5137fc2e7c160d76ced9451dc876abc2c538679b062d3d

Observation 6120c424-bd55-4d85-9895-7a922ec5bc59 · outbound

This paper cites A survey on intelligent control for multiagent systems.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration A survey on intelligent control for multiagent systems

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:47.086327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:44.952038Z digest=sha256:f074cd60a28e2d6dd4d224b56e2ece5f9f6ff580cb4a4e5bb5cab44a65e0f20a

Observation 4629be9d-3366-434b-98ed-51b338c20738 · outbound

This paper cites Enhancing diagnostic capability with multi-agents conversational large language models.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Enhancing diagnostic capability with multi-agents conversational large language models

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:47.816656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:44.646427Z digest=sha256:e55b3ebe1535d596056c840abb13ca9986bda5faf896b4375e61ac4ed8342f83

Observation 822c78cf-7970-426f-a6cd-e0fea4eac9aa · outbound

This paper cites Huawei mindspore ai development framework.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Huawei mindspore ai development framework

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:46.735760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:45.139234Z digest=sha256:6409fb87a517d145e240b0f700c6d79c65ec300f3eeef4a6551dbc1d768d3301

Observation 60338019-2a84-492d-bd67-3151cce7cd05 · outbound

This paper cites Multi-agent deep reinforcement learning for urban traffic light control in vehicular networks.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Multi-agent deep reinforcement learning for urban traffic light control in vehicular networks

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:47.270423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:44.800317Z digest=sha256:8666af16239feb6714ec9a54282c50bc21ffd834a54adf9635a88db8c544b8ac

Observation c59dee75-9384-4915-837d-48a771a123ab · outbound

This paper cites Introducing the model context protocol.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Introducing the model context protocol

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:46.497963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:45.295978Z digest=sha256:391d4a1dc5e3e2f2fa238e2801a5804b91df10eb58b730746864222426bb8695

Observation 17d8e02e-58f1-4a42-8565-cdad93ac678b · outbound

This paper cites Phidata: Framework for building multi-modal agents and workflows.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Phidata: Framework for building multi-modal agents and workflows

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:46.901093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:45.038301Z digest=sha256:e80b834d94105b739b2ceb3b7edbb1087e76e7d15411367bf000c58e68818179

Observation 5d6b69c9-f4cf-4f45-96fd-1ce24374d79f · outbound

This paper cites Announcing the agent2agent protocol (a2a).

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Announcing the agent2agent protocol (a2a)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:46.268856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:45.408014Z digest=sha256:9aa2484f1999dd223e3ec2c12ec4cffe3f7578fc682d62b64832f6400e6b9630

Observation 9d0dd79e-9605-4fa4-b9b8-5f40d5290eb1 · outbound

This paper cites A survey on agent workflow - status and future.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration A survey on agent workflow - status and future

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:46.621825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:45.229253Z digest=sha256:424d2f2ad234421581fbbd2fe8490399efc30226238e46126d6582a71e1433e0

Observation 748e8a41-8281-4a15-8634-66972b698af4 · outbound

This paper cites Llm-based multi-agent poetry generation in non-cooperative environments, 2024.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Llm-based multi-agent poetry generation in non-cooperative environments, 2024

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:46.046588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:45.518615Z digest=sha256:0316cae4e8f85d224e1e915eb3bbe18bb1e3e77877bfca239d62e62d0fe8db46

Observation 27cd354d-c7ad-4116-a7ef-10691ef64ad3 · outbound

This paper cites Agent network protocol (anp): Building the http of the agentic web era.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Agent network protocol (anp): Building the http of the agentic web era

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:46.411972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:45.351118Z digest=sha256:b244a925eef3a0a687bcd0b5febda5880ecd80755c7d74a168fae0b2b588f5c3

Observation 953c4678-e873-4d9b-8d52-7ca9632eefa7 · outbound

This paper cites Pan, Shuyi Yang, Lakshya A.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Pan, Shuyi Yang, Lakshya A

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:45.812044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:45.630686Z digest=sha256:48a472d7fc5494da5b47e75d9073f604a1ed8421a36bd3622bf51499ac4768e6

Observation 7a26977e-8d96-4e16-891c-fe927dae3b30 · outbound

This paper cites Drama engine: A framework for narrative agents, 2024.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Drama engine: A framework for narrative agents, 2024

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:46.162278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:45.460993Z digest=sha256:2e3472717026b130776967463373d2b50ade8a6fd2a0077f407d66029bd3ceaf

Observation 977013f3-1e7a-47c9-93f9-99bec1974ad1 · outbound

This paper cites TELLER: A trustworthy framework for explainable, generalizable and controllable fake news detection.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration TELLER: A trustworthy framework for explainable, generalizable and controllable fake news detection

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:58:45.915972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:45.575763Z digest=sha256:d1e623110aa320368a08c62033c0199e4e58838103c9f7ccd639cdfe055bd7b3

Observation cbeb85d5-d6e0-4bfa-9a03-9af8a0363e3b · outbound

This paper cites an unresolved cited work.

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Unresolved cited work

Reference 2025

Resolution
parse uncertain
raw_fallback, observed 2026-08-06T19:58:50.846510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T19:58:42.167255Z digest=sha256:c1cf0bdea345352b925a8f3ccbf4ce9e09273e1859257d3e6247cc02da23fbdc

Pith citing papers

No inbound Pith citation observations are available.