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Paper Citation Record · LEDGER

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration

As of 18 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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:40.760928Z digest=sha256:c3ce6966601d2159337c5fbfc1f43dab157815aee4e986e70eb0b2efe8da06c6

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:40.837070Z digest=sha256:feaf0fa11c636dbb043b07b420e763db2e86da7c97d69ebdb40796a199569939

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=sha256:88b1330a63fff17cbfeee15ed335f7bd234c8dd921ceaa59bed05491e88fac3a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:41.095402Z digest=sha256:7fab120f2e121d75de6dd8eb0162faa280ee8df132bb570feaf210237da963db

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=sha256:38b267fda511fe88d22a8f69e9a07303e96cb07041fecd89d97c911ca297de2b

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:edfe541bdf659632ab587e26eff62418098fcbede80dd7dbb91512eb39a978ed

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=sha256:142864fa14a3cad30e1c496cbe6d5f3851f4133cf22946821df4804a61a0ffd5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:41.635733Z digest=sha256:62ad396a474af54985a7d13afdb77c48c96bdcfbf62d9a2e5c466fb0aa59da13

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:41.905056Z digest=sha256:007a4b1b77b36d564e8c83970752956ab69c355b1da3e1dd9a4ef1af396acc23

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:42.062893Z digest=sha256:bcd7bfcf6981547d4882e34a93578b87ccbe7b4ff9e46a989f1bee736c27a196

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=sha256:9f6e880b786be98ca3add95813a209fc58768378a9e7ebe7e0142794c0225533

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:42.451531Z digest=sha256:4a9f03904a481d85672cb5fb436dc9971b3a5f0c4026268532bea3323572e015

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:42.264558Z digest=sha256:8ab14e1f3b1bb1aa86794ad50aad0737c2bf40172fa96f33c2aa8ef8bfbbfaf7

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=sha256:19dc00c3844a94ce31ec2ea33f6412e6d6aab17f0eabb27d437a1f50c18f8630

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=sha256:05747cc5017c1815e7f3ebe03217d48b7c54e3554f5a15ee98712c8b83693d09

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:42.593833Z digest=sha256:703812067eaed217777fa83342e44c1420dcdcf485409d885b049af1d1d3e62a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:43.040328Z digest=sha256:605ca3b4035d7d118e9aed5c2bbc8f7472ac14e9b6099451cfdb8927e6bde326

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=sha256:6ba5709fa4b747f9feafd941397822f74aa999c5400b67733fa597c77988462d

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:f099d8ef004667250f07317e905840cded4b203ce7cbd5690767c5e41ada397b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:43.558084Z digest=sha256:4989900dafcb7821c99d3bbfe4f2004f927af612e534b8b4937032e4537aca7b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:43.147099Z digest=sha256:197f38e5340fdd2e93617cd01f3a02774f0ad9f5801cc7f4449cb239d2edbf63

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:43.772236Z digest=sha256:9e59e482d9c1eb7f984901493d435430c7d5a80c0d868a5cb0eaaa872491fb10

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:43.389964Z digest=sha256:7909d87bc4480f2d4b86b3c4dddb6589779c112a953dd9e9249b07387cb48440

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:43.985291Z digest=sha256:3c3e6e32dfc37271fb1559ab0faea18ec23a103788b733fc324838ae4398de43

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:43.646416Z digest=sha256:feb219ea7c157aa0216e149f6d49503c77873da5dfbbcd66f2ec5b870a47d98c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:44.207071Z digest=sha256:2a3df482d366c81508ab88d344acbebf63072cef224566bca1ed09fe006d601c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:43.902948Z digest=sha256:1e16d544a25354873496cb9cc1aa1e0f96825b5d8dec242d7ed947d0452b1e8b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:44.376974Z digest=sha256:a5469914aad8a465193e41a141ae148379be3d3b207afc52f9c14c6ceacf340e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:44.075756Z digest=sha256:dcfb00f5fa07b303fe473d9b236138fe94f1d9a065e0482c414ba404d75b7d3e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:44.555090Z digest=sha256:071c0179156a4d3fc726ee2522eb2ff7fec086493cb6ab5f4b6b6ce6c054b100

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:44.319766Z digest=sha256:54455df225dc6fe385837d69979c647952ab48ff8144f2b2913d85653432be7a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:44.703464Z digest=sha256:ae0d7e52b1dcc26b6b50fcaee7fde80b66b3ed8891e2b953856e6ce3ff82c11b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:44.461867Z digest=sha256:6a92f04d933f77b88642fa07a38ce71cdd2d43122a7a1e76f737033b6dbc1d9b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:44.952038Z digest=sha256:253a72bbe2f6725d5fae14528c5cefe07b860f11a43fa5e22141f940f7b600d9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:44.646427Z digest=sha256:6575509b2b2e0656297beffd37d855bdbadb22faa09d9e461628fda29ac171a3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:45.139234Z digest=sha256:f4c49abd1dd7d5e91f9d6202f1bc546d8f10a90dd798d601e1a9b44067036603

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:44.800317Z digest=sha256:dc772446df5925be4e737e1eabafc4cb128941402eccbd54a15408aa1d531372

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:45.295978Z digest=sha256:2cb64360d51b3a938fda33eb5db864aaab87e781c1be86d5629f456da3dd3ddb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:45.038301Z digest=sha256:fcdf98db66f8c0e07e61e0ff122e66ecbca9fa90f1d68ae55fa05380ff9f9c22

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:45.408014Z digest=sha256:d74ea24e20af0a3ad066c7a8cc2d67a9fdc44b272e6e9c63d835a8503e6d7b15

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:45.229253Z digest=sha256:ea67972a5e73f03bc57f7b6c1a9f94e342742bb819edd8c9b384acb995b36955

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:45.518615Z digest=sha256:5dfb8f180ecfa3fc96d6fe3a683cdc0244c6bb9b39055d6cb3848f9b8a68ce69

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:45.351118Z digest=sha256:5b223f66a2683eec565348fa44580a9b1c2ae0f1428142dc8a077ace56caa53d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:45.630686Z digest=sha256:1ec19082541267071d63a16a1ae777118b3ebdd4f4005f5052872518f4e76335

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:45.460993Z digest=sha256:60b5f12c541492fbb1ca8943d423fa25454ac7072cb5d1fb830714d2365b32d2

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:45.575763Z digest=sha256:1772a10cbed662e005db5164e1265f9cc05697ed9f0580344509d5a5e91df094

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T19:58:42.167255Z digest=sha256:4619af903e26b3646a6686575f3cc03e8a72b9626c5d397679ed88f2d7663ade

Pith citing papers

No inbound Pith citation observations are available.