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Paper Citation Record · LEDGER

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents

As of 8 August 2026, this Paper Citation Record lists 100 of 159 outbound references and 4 inbound Pith citation observations for arXiv:2507.10644.

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

pith.paper-citation-record.v1
2507.10644 v4

Coverage vector

measured 100 of 159 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:35:28.803926Z

measured 104 of 104 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:05:39.785271Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-18T13:31:25.071759Z

Reference resolution

100 of 159 outbound references displayed

  • verified exact2
  • verified fuzzy3
  • unresolved93
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 64f5e5c5-4c47-4935-a20a-14e62a3d7988 · outbound

This paper cites Introducing GPT-4.5,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Introducing GPT-4.5,

Reference 1

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no resolver link, observed 2026-08-06T17:35:28.341539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:35:28.341539Z digest=sha256:d9b1989dce8a917b6cc533f5b7eaab63bd246a72456de26e9ba8d53ccb61d6ac

Observation d3d5ed7a-8a6d-44bf-af07-b2f29af159c3 · outbound

This paper cites Gemini 2.5: Our newest Gemini model with thinking,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Gemini 2.5: Our newest Gemini model with thinking,

Reference 2

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source=pdf_text observed=2026-08-06T17:35:28.346956Z digest=sha256:d7d0211c74587c4586ec9e8f614f57e072b1cfb6f31edaf2c044d66cd7513e4b

Observation 4fc7a68e-0059-464c-8133-745670294a68 · outbound

This paper cites Claude 3.7 Sonnet and Claude Code,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Claude 3.7 Sonnet and Claude Code,

Reference 3

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no resolver link, observed 2026-08-06T17:35:28.351375Z

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source=pdf_text observed=2026-08-06T17:35:28.351375Z digest=sha256:a0a3a8319b0fa09b06204cb46568f6a49b07cba1772b0f22a51eeb89e0b46f62

Observation 32f9e697-664b-40f9-8fd4-305c4a377a57 · outbound

This paper cites Grok 3 Beta — The Age of Reasoning Agents,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Grok 3 Beta — The Age of Reasoning Agents,

Reference 4

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source=pdf_text observed=2026-08-06T17:35:28.355489Z digest=sha256:9c521db9682401b8085a045ec7a8380359650e23bd7034ff65442fac7833bd20

Observation 912e20f5-a306-4e08-adf7-8a62c955f877 · outbound

This paper cites Large Enough: Mistral Large 2,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Large Enough: Mistral Large 2,

Reference 5

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source=pdf_text observed=2026-08-06T17:35:28.360081Z digest=sha256:e9ab0847e21b3f2c456022f6e4bac47e31726905fc12c6e81871ba15789b60ca

Observation 50265918-2dc1-47fd-91a4-76205d62592d · outbound

This paper cites Alibaba unveils Qwen 3: A family of hybrid AI reasoning models,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Alibaba unveils Qwen 3: A family of hybrid AI reasoning models,

Reference 6

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source=pdf_text observed=2026-08-06T17:35:28.365057Z digest=sha256:a0c74e0165e38c74ab89c58e3e0a22f413b64ef248f61a2c66f289c358a60a39

Observation e583856d-5cb4-49cb-9314-8a1d8aaefde9 · outbound

This paper cites Emergent abilities of large language models,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Emergent abilities of large language models,

Reference 7

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source=pdf_text observed=2026-08-06T17:35:28.369900Z digest=sha256:e74185cba23472535def0963139c5017c1a153d3c3a426f4a66c6100f85013b5

Observation a8a49562-02fc-47bb-ab37-981595239ae7 · outbound

This paper cites The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity

Reference 8

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source=pdf_text observed=2026-08-06T17:35:28.374720Z digest=sha256:a40b2af09d50b48f414dd5fc179c0ae32abc30e2709820867f7df48a9205f74d

Observation cc9ccb50-a986-4012-8f97-eb071ccb5f54 · outbound

This paper cites Function calling and other API updates,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Function calling and other API updates,

Reference 9

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source=pdf_text observed=2026-08-06T17:35:28.379329Z digest=sha256:6bcde09bfaf85de112ac016e912e77d17de4da89cc7aa29849e1f6af3d216aa1

Observation 71fb06d0-d210-4142-a36f-314d9c5149d4 · outbound

This paper cites Model Context Protocol (MCP) specification,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Model Context Protocol (MCP) specification,

Reference 10

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source=pdf_text observed=2026-08-06T17:35:28.384034Z digest=sha256:f5cf514540e9a6fd6f416dffecfad3d5e9f206f7b3d853d08f293c412be518fd

Observation 0c40ec1e-c053-49ff-b08c-c2c313e4d0dc · outbound

This paper cites Agent-to-Agent (A2A) protocol specification,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Agent-to-Agent (A2A) protocol specification,

Reference 11

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source=pdf_text observed=2026-08-06T17:35:28.388818Z digest=sha256:cfd5a566972c8137ec80baa7385456549ce010eea3a7d78b33521b8c4e03aa10

Observation 22413291-1909-481b-bdc4-36df1a7be05e · outbound

This paper cites Weiss, Ed.,Multiagent Systems: A Modern Approach to Dis- tributed Artificial Intelligence.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Weiss, Ed.,Multiagent Systems: A Modern Approach to Dis- tributed Artificial Intelligence

Reference 12

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source=pdf_text observed=2026-08-06T17:35:28.393818Z digest=sha256:b6579a239b93be69d56e7b8d0e79d72cf40f11a2e5202cbf0560b65f467d6b27

Observation 161a5bd6-172e-4aef-8ad2-4a3c8a8d0753 · outbound

This paper cites The semantic web,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents The semantic web,

Reference 13

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source=pdf_text observed=2026-08-06T17:35:28.398443Z digest=sha256:3c450c428327daa790299ff135841c9a6b7177d5d6f52f51cc6b35e6b925afb5

Observation 83de21ed-ab75-4e5f-b844-506af5e1fad5 · outbound

This paper cites Semantic web technologies,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Semantic web technologies,

Reference 14

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source=pdf_text observed=2026-08-06T17:35:28.403044Z digest=sha256:10f7aaf2fd873b31c502f71045f54d0e9f20838ff138712fc6f494caf1a8e84c

Observation 7b0838bb-51bb-45f5-b0bc-531dbd2fd7ee · outbound

This paper cites Semantic web as the next generation smart web,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Semantic web as the next generation smart web,

Reference 15

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source=pdf_text observed=2026-08-06T17:35:28.407214Z digest=sha256:0365ffcc0b7098e1d149633789aede7c6404bf18028607e5f1de27180696110f

Observation d807bfd1-1e43-442a-b568-d19a8ec35e06 · outbound

This paper cites Towards a new synthesis of ontology technology and knowledge management,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Towards a new synthesis of ontology technology and knowledge management,

Reference 16

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verified exact
doi, observed 2026-08-06T17:35:29.200413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:35:28.411764Z digest=sha256:954f57cce459fefe9aafb130c03b11ce31a6dd1f253316cc352a89241a7e0868

Observation 1231c325-6293-453d-a823-14bdb6f0bfd3 · outbound

This paper cites RDF vocabulary description language 1.0: RDF schema,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents RDF vocabulary description language 1.0: RDF schema,

Reference 17

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source=pdf_text observed=2026-08-06T17:35:28.416246Z digest=sha256:df9720784623bbd736605a64a3ac9651ee3dc9fd721bcd84f826e77f4a49f90c

Observation 689f1caa-aba3-430c-8a45-d2aff7059813 · outbound

This paper cites OWL web ontology language overview,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents OWL web ontology language overview,

Reference 18

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source=pdf_text observed=2026-08-06T17:35:28.420791Z digest=sha256:8e430f070af6e54baca673b415c54dfa7e89fa60fadf3dca6826280520592c25

Observation f931f83b-e176-43c6-970f-57df04a2610d · outbound

This paper cites A decade in hindsight: The missing bridge between multi-agent systems and the world wide web,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents A decade in hindsight: The missing bridge between multi-agent systems and the world wide web,

Reference 19

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source=pdf_text observed=2026-08-06T17:35:28.425960Z digest=sha256:12b82ce5118fafcdb3b7dd54fcf12213b41610023b5a6291774490f591ce633c

Observation 2c1d0344-5909-4687-9181-913292a3b121 · outbound

This paper cites AI agents vs. agentic AI: A conceptual taxonomy, applications and challenges,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents AI agents vs. agentic AI: A conceptual taxonomy, applications and challenges,

Reference 20

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raw_fallback, observed 2026-08-06T17:35:30.865877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:35:28.430698Z digest=sha256:6767c6f9a3e9192344017bf2460ab6faf92aa08d669e29b34e9f932c04dbb646

Observation d0512247-b5ea-4adb-ab04-842f47560de6 · outbound

This paper cites Agentic AI: Autonomous intelligence for complex goals—a comprehensive survey,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Agentic AI: Autonomous intelligence for complex goals—a comprehensive survey,

Reference 21

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source=pdf_text observed=2026-08-06T17:35:28.434959Z digest=sha256:6e3474b8da32f1367aedcd83dfe517b2012e01b6a3bb376ca7b1ded716e92ad1

Observation 8ba4dfaa-aaf9-46e4-b9d2-4dae2e9e4cee · outbound

This paper cites From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review

Reference 22

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source=pdf_text observed=2026-08-06T17:35:28.439145Z digest=sha256:448a7e0c743cfa30e9c5fd9411f4c862a7f3a1b42c8b0eebe6a762ebd19ca247

Observation cbf0baf5-a125-4dbf-8510-83870e0faccc · outbound

This paper cites A survey on large language model based autonomous agents,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents A survey on large language model based autonomous agents,

Reference 23

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source=pdf_text observed=2026-08-06T17:35:28.443884Z digest=sha256:7239821d09d16c9797865784f2d0e35f28620cf805dbf145ba29bcdb3db2035e

Observation 7e51b79d-4aa7-4a3a-a3b7-5b84cf46e789 · outbound

This paper cites A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP).

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP)

Reference 24

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source=pdf_text observed=2026-08-06T17:35:28.449383Z digest=sha256:c5faf50210da908491e15aae6ed7d4870a724a804ad79752409e1ba3faa3cb01

Observation e1498582-f12d-4307-91b1-b5cea406cfe4 · outbound

This paper cites Agent Network Protocol Technical White Paper: Towards an Open Internet of Agents,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Agent Network Protocol Technical White Paper: Towards an Open Internet of Agents,

Reference 25

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source=pdf_text observed=2026-08-06T17:35:28.454606Z digest=sha256:cffb29e530af8e737c03bdb35a7bbf19a0504326552fcf16d94071e64bbbe024

Observation 5ac2622f-dc10-4162-b434-3191ee0de04c · outbound

This paper cites Generative to Agentic AI: Survey, Conceptualization, and Challenges.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Generative to Agentic AI: Survey, Conceptualization, and Challenges

Reference 26

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source=pdf_text observed=2026-08-06T17:35:28.460057Z digest=sha256:720ca116d37162ca3050abe450600c16df22c431eebdb18540c99831f8b8c23c

Observation ea3b1d71-5efe-4c6f-99cb-c5686bc551ec · outbound

This paper cites Position: Collaborative Agentic AI Needs Interoperability Across Ecosystems.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Position: Collaborative Agentic AI Needs Interoperability Across Ecosystems

Reference 27

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source=pdf_text observed=2026-08-06T17:35:28.465164Z digest=sha256:7557379de635e4de4c442ef3af82454a6aca40f8efea9fbb56c2b101823c47c6

Observation 7b2bf351-3887-411c-8686-bcfe21e8675f · outbound

This paper cites The PRISMA 2020 statement: an updated guideline for reporting systematic reviews,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents The PRISMA 2020 statement: an updated guideline for reporting systematic reviews,

Reference 28

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no resolver link, observed 2026-08-06T17:35:28.470192Z

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source=pdf_text observed=2026-08-06T17:35:28.470192Z digest=sha256:8c7afe04a4d93529ca54096194abf0139c640568e2fcfa56f90fc6182c8ce9e6

Observation b634c02e-9cbb-4f13-b04f-cb364d0efbc9 · outbound

This paper cites Distributed artificial intelligence,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Distributed artificial intelligence,

Reference 29

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no resolver link, observed 2026-08-06T17:35:28.475164Z

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source=pdf_text observed=2026-08-06T17:35:28.475164Z digest=sha256:85d678c2b3e01fcae8673f0fe6752cacdb163c6e33f89dbae4724e787aa54172

Observation 04262a17-9cde-4d2a-8d05-59d566bb7b84 · outbound

This paper cites BDI agents: From theory to practice,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents BDI agents: From theory to practice,

Reference 30

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no resolver link, observed 2026-08-06T17:35:28.480379Z

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source=pdf_text observed=2026-08-06T17:35:28.480379Z digest=sha256:7f15b31f984fe9d73c0f89e825328f0da555df8865ac1c214669ee4ac3c5a408

Observation ec00389b-8f6f-4aa9-b6d2-9675977f8463 · outbound

This paper cites KQML as an agent communication language,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents KQML as an agent communication language,

Reference 31

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metadata mismatch
raw_fallback, observed 2026-08-06T17:35:30.426360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:35:28.484769Z digest=sha256:2d03d1d7528174176dde03fab814b35b3faf8c315114a6c982e085042cbf6712

Observation 8ed843cb-4da3-453c-a2f4-db281205b508 · outbound

This paper cites FIPA ACL Message Structure Specification,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents FIPA ACL Message Structure Specification,

Reference 32

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no resolver link, observed 2026-08-06T17:35:28.489686Z

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source=pdf_text observed=2026-08-06T17:35:28.489686Z digest=sha256:af0aeb72484b7ea3308847fef5b624d5b163ed14ba34588f25d98a75ddd5a01e

Observation 1e43fd3d-a76d-4d90-a2d6-2771f5ebe90c · outbound

This paper cites JADE: A FIPA- compliant agent framework,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents JADE: A FIPA- compliant agent framework,

Reference 33

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source=pdf_text observed=2026-08-06T17:35:28.494119Z digest=sha256:8db97eb30575308e8f1d344bb2b2125c2677f9109f62ad7e5ed68b8e0c500019

Observation 81889c11-0a96-4a81-8c46-ffa7141ae53f · outbound

This paper cites an unresolved cited work.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Unresolved cited work

Reference 34

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source=pdf_text observed=2026-08-06T17:35:28.498874Z digest=sha256:0ba44599b91048807e90b7602c2038f86e0c63322f1f54b65c4767ef6add61b8

Observation 6605da7e-e3c9-4038-8999-f71d2d1de530 · outbound

This paper cites Intelligent agents: Theory and practice,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Intelligent agents: Theory and practice,

Reference 35

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source=pdf_text observed=2026-08-06T17:35:28.503191Z digest=sha256:5baf4c2515c90bd69fdf1fac9e282b0d3f47afe31408aa72a1bf276754896540

Observation 7bb30879-ab5a-4b2d-af97-04ed17a4ad91 · outbound

This paper cites AutoGPT: An autonomous GPT agent,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents AutoGPT: An autonomous GPT agent,

Reference 36

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Observation dcf8a409-f2f4-46b5-8ae2-7edcb14090f5 · outbound

This paper cites Wooldridge,An introduction to MultiAgent systems, 2nd ed.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Wooldridge,An introduction to MultiAgent systems, 2nd ed

Reference 37

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Observation 80cd1387-c3db-4b85-a461-67942cacc2de · outbound

This paper cites A retrospective view of FA/C distributed problem solving,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents A retrospective view of FA/C distributed problem solving,

Reference 38

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Observation 67b8f250-db9f-47f6-b2df-30787be86b2a · outbound

This paper cites History of FIPA,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents History of FIPA,

Reference 39

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source=pdf_text observed=2026-08-06T17:35:28.521140Z digest=sha256:aefee1c4c513537eed43947d36b627f61547f4c42629761161e8f5948cc5d7cb

Observation ea6694cd-7907-45ff-a873-195aa061b826 · outbound

This paper cites Specifying protocols for multi-agent systems interac- tion,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Specifying protocols for multi-agent systems interac- tion,

Reference 40

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source=pdf_text observed=2026-08-06T17:35:28.525431Z digest=sha256:b4d205067d73dea6091d00f2b9fc1310d3a4d7a4319e3f4ea96bf4cd01133655

Observation 983e1ae5-7446-43b0-85a5-c2b56318b155 · outbound

This paper cites Semantic web and declar- ative agent languages and technologies: Current and future trends,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Semantic web and declar- ative agent languages and technologies: Current and future trends,

Reference 41

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source=pdf_text observed=2026-08-06T17:35:28.530674Z digest=sha256:b0fc9d01c0fe477e6f026579b0ebc08fd4a86dab4acd83cd8905600c70a6923a

Observation 1b312f28-1018-4935-83f2-c578d8eeb0b6 · outbound

This paper cites Semantic aware multi-agent system ad- vantages,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Semantic aware multi-agent system ad- vantages,

Reference 42

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source=pdf_text observed=2026-08-06T17:35:28.535217Z digest=sha256:ecee7fd5e3fbaa2c8d2effae412512d68384c94c843ab78e5335abb1ce4e1ca6

Observation 9f048c8b-6a8f-4c9d-a5fe-7536b619a660 · outbound

This paper cites Bridging multi agent systems and web services: Towards interoperability between software agents and semantic web services,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Bridging multi agent systems and web services: Towards interoperability between software agents and semantic web services,

Reference 43

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source=pdf_text observed=2026-08-06T17:35:28.539734Z digest=sha256:4cf739221a81caf7c96993def16e925aa64036c097d5fded5e4b17fb0b3722bd

Observation e88f9093-bc9b-4ff1-a1cd-7570b1b427a1 · outbound

This paper cites A middleware architec- ture for semantic web services,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents A middleware architec- ture for semantic web services,

Reference 44

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source=pdf_text observed=2026-08-06T17:35:28.544445Z digest=sha256:a99bb0fc407e153cb25424ce3296a83f2c9d98219a04b0389261f85049b81baf

Observation c35bc9db-0b6c-4037-8c86-e8b82ebccc19 · outbound

This paper cites Middleware between OWL and FIPA ontologies in the semantic grid environment,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Middleware between OWL and FIPA ontologies in the semantic grid environment,

Reference 45

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source=pdf_text observed=2026-08-06T17:35:28.548935Z digest=sha256:eedd9695f34c58176d7fa1666c28f2847d1c1fe7363eb87a1c4bf88343b3e2e7

Observation 93cb7526-7265-4692-bcd8-6bc40f7f8cc0 · outbound

This paper cites RDF primer,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents RDF primer,

Reference 46

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Observation de7ca024-1dfb-40ae-89e3-f10866cb171b · outbound

This paper cites OWL 2 web ontology language document overview (second edition),.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents OWL 2 web ontology language document overview (second edition),

Reference 47

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source=pdf_text observed=2026-08-06T17:35:28.559463Z digest=sha256:4cce40744c5678354fc924c8dcd6beab9c8ae19a685d3b6c4cf85ecac6afffe8

Observation d3bc0e46-2abb-4042-b2a9-09fc3854e709 · outbound

This paper cites A taxonomy of web agents,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents A taxonomy of web agents,

Reference 48

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source=pdf_text observed=2026-08-06T17:35:28.564249Z digest=sha256:77844c05651c1d3169148962c920215851ef6f09f40ad7650053e3f92cc2c40a

Observation 79e10020-831c-4769-8519-5895e59bd0ac · outbound

This paper cites The semantic web revisited,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents The semantic web revisited,

Reference 49

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source=pdf_text observed=2026-08-06T17:35:28.569176Z digest=sha256:8ba04745d57db68656e34258a3f7918b4b00d2ad775e960b7ae6225a2cf1e531

Observation d0fd2872-b6c2-44a8-8c0c-7e2408052d77 · outbound

This paper cites Incentive alignment of business pro- cesses,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Incentive alignment of business pro- cesses,

Reference 50

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source=pdf_text observed=2026-08-06T17:35:28.573809Z digest=sha256:5a8b59e1457d1f65e345bc9eeb2ba16157bbef30d8d65841f9bed5e41e5b90fd

Observation 73136fe9-43ce-4950-8403-4b8fe7c9d7ff · outbound

This paper cites Simperl, R.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Simperl, R

Reference 51

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Observation 2a27f05f-87d0-45d2-93a4-3f6174d5fcbc · outbound

This paper cites Siorpaes and E.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Siorpaes and E

Reference 52

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source=pdf_text observed=2026-08-06T17:35:28.582898Z digest=sha256:f0cbfd19d10789d59451a120a4416d9e052173d1cd8597b71317e5651927164d

Observation 15d40ae3-645d-4838-a820-9a4debc883af · outbound

This paper cites Schema.org: Evolution of structured data on the web,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Schema.org: Evolution of structured data on the web,

Reference 53

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source=pdf_text observed=2026-08-06T17:35:28.587115Z digest=sha256:141ee5e4179805750819b63fa72cb977c9f1657e7b22fa489654df1f059436bc

Observation 33bf0f54-4daf-403c-a803-1ada21822e8e · outbound

This paper cites The open graph protocol,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents The open graph protocol,

Reference 54

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source=pdf_text observed=2026-08-06T17:35:28.591630Z digest=sha256:a8d06f41cfb43b6d9cad3b5b063ae8c7011047d77ec148edcb89d05dbc7d8c4a

Observation 9182a01f-8d38-45a1-927c-4fd455c45140 · outbound

This paper cites DBpedia – A crystallization point for the web of data,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents DBpedia – A crystallization point for the web of data,

Reference 55

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source=pdf_text observed=2026-08-06T17:35:28.596905Z digest=sha256:8eeb477297a1a65fc4fe9df3bde7634dfbc5f3f35eb4b5ed241ca13d13566207

Observation ad6785cc-68b9-46e9-a0c8-26a787bbdef5 · outbound

This paper cites Wikidata: A free collaborative knowledge base,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Wikidata: A free collaborative knowledge base,

Reference 56

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source=pdf_text observed=2026-08-06T17:35:28.601445Z digest=sha256:2bcd891112a884a70727b3faac06aa8e27c3b471f2fbde9cc04e190ee9a554ee

Observation ca843b02-1fc7-4279-a460-e476416f9375 · outbound

This paper cites One schema to rule them all: How Schema.org models the world of search,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents One schema to rule them all: How Schema.org models the world of search,

Reference 57

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source=pdf_text observed=2026-08-06T17:35:28.605406Z digest=sha256:9611937150c468aed585e50af67ab65fb71b4bcc1a5cacca1cbb0d323460ec11

Observation b2fe0093-da09-4097-b693-28eb7d44a6b3 · outbound

This paper cites Web intelligence: New frontiers of exploration,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Web intelligence: New frontiers of exploration,

Reference 58

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source=pdf_text observed=2026-08-06T17:35:28.610516Z digest=sha256:16f6e8285ea0edbc1b124240afa6e5e7704142258e3c14305a8124e8fc688345

Observation 5037c18d-a910-4f4d-a1b4-18acf033e3ac · outbound

This paper cites The 23rd IEEE/WIC international conference on web intelligence and intelligent agent technology (WI-IAT’24),.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents The 23rd IEEE/WIC international conference on web intelligence and intelligent agent technology (WI-IAT’24),

Reference 59

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source=pdf_text observed=2026-08-06T17:35:28.615816Z digest=sha256:206828f643769257e90f8df369fdc3e279fe6811f269f68adfd9e604cfa868c7

Observation 471719ee-66f5-4e76-87d6-a6ec18f943ca · outbound

This paper cites Web Intelligence Journal in perspective: an analysis of its two decades trajectory.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Web Intelligence Journal in perspective: an analysis of its two decades trajectory

Reference 60

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source=pdf_text observed=2026-08-06T17:35:28.620955Z digest=sha256:de53bff889ff2ec4d26582cca4245b57b391840b5506ff27d49042ab89730805

Observation 0d20777f-e9e4-47ab-8c59-7bdca80984a6 · outbound

This paper cites Towards a taxonomy of agents and multi-agent sys- tems,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Towards a taxonomy of agents and multi-agent sys- tems,

Reference 61

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source=pdf_text observed=2026-08-06T17:35:28.625811Z digest=sha256:b078c959f9033fea90207a2cda109270ebb0cf440a997cf49c8269ef6342750d

Observation 6568eca8-45e2-4499-b936-2f51bab404c1 · outbound

This paper cites ReAct: Synergizing reasoning and acting in language mod- els,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents ReAct: Synergizing reasoning and acting in language mod- els,

Reference 62

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source=pdf_text observed=2026-08-06T17:35:28.630019Z digest=sha256:5ca74a8d5114583a62ee379de4599e242eab446cb9cd2bc799b5c809c35b9761

Observation a5a7bf2f-bc07-4153-b031-c3f74726f5e9 · outbound

This paper cites HATP: Hierarchical agent-based task planner,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents HATP: Hierarchical agent-based task planner,

Reference 63

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source=pdf_text observed=2026-08-06T17:35:28.634383Z digest=sha256:221d1d1680c097e6505910809298422a1255e1f78888bbeba177a15e33bc7d90

Observation 4b221152-913a-4b75-96f1-407552914cad · outbound

This paper cites TwoStep: Multi-agent Task Planning using Classical Planners and Large Language Models.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents TwoStep: Multi-agent Task Planning using Classical Planners and Large Language Models

Reference 64

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source=pdf_text observed=2026-08-06T17:35:28.639640Z digest=sha256:4e13619448c74c0563cb56b835fb49cb75a6bf942e2895e50a77ea34bca835ec

Observation 3751a2eb-5159-4c07-ba60-fa50f93cbd42 · outbound

This paper cites Probabilistic planning in agentspeak using the pomdp framework,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Probabilistic planning in agentspeak using the pomdp framework,

Reference 65

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source=pdf_text observed=2026-08-06T17:35:28.644936Z digest=sha256:0e22ea1e2bf4acc8adc8ba6683da9d885ab18851814dec18638a0e5fd3852492

Observation 6cc2e674-ebbb-48df-b3b8-80cb55c039ff · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Tree of thoughts: Deliberate problem solving with large language models,

Reference 66

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source=pdf_text observed=2026-08-06T17:35:28.649727Z digest=sha256:ff297766507afe1cbd75cc3d3d893c5ce119a49c6287fe307e081df5c97e4859

Observation 1360909f-d3f3-41f5-8182-8961b4d8f09b · outbound

This paper cites LangChain: A framework for developing applications powered by large language models,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents LangChain: A framework for developing applications powered by large language models,

Reference 67

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source=pdf_text observed=2026-08-06T17:35:28.654219Z digest=sha256:a67b57f56ac48718a638fa65b746e60afe28a549284a9e3c5881aa1b44bb4776

Observation ebbab41e-cd61-4a0e-9751-b94c98d0be43 · outbound

This paper cites MetaGPT: Meta programming for a multi-agent collaborative framework,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents MetaGPT: Meta programming for a multi-agent collaborative framework,

Reference 68

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source=pdf_text observed=2026-08-06T17:35:28.658442Z digest=sha256:db32af96810ea44eb7392d63513b65b0419dc682df4011f147a353a87cfd19a1

Observation d6ee2f6a-1bdb-4aed-a76e-7327907fce5c · outbound

This paper cites Crewai: Framework for orchestrating role- playing, autonomous AI agents,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Crewai: Framework for orchestrating role- playing, autonomous AI agents,

Reference 69

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source=pdf_text observed=2026-08-06T17:35:28.662667Z digest=sha256:ff75390ccb57f5e132a9915c5d6692741dcd6615c9f86a8cb672dae79ab10040

Observation 6ec16fe1-14fd-4621-b450-bec2e0e7ea48 · outbound

This paper cites NLWeb: Bringing conversational interfaces directly to the web,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents NLWeb: Bringing conversational interfaces directly to the web,

Reference 70

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source=pdf_text observed=2026-08-06T17:35:28.666734Z digest=sha256:997615e40c2344f002e1c8d2e0c1ed7a40574d4ef50e155615e14d2255b0c727

Observation 919488a4-1acf-4f50-819f-434262285a52 · outbound

This paper cites Magentic-UI: A research prototype of a human-centered interface powered by a multi-agent system,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Magentic-UI: A research prototype of a human-centered interface powered by a multi-agent system,

Reference 71

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source=pdf_text observed=2026-08-06T17:35:28.671475Z digest=sha256:4bbddf8517b3d347df6a6f3c6491e42b20e3200774663089df7196fc8766fc48

Observation e6a29ae3-2dd1-4072-b7a9-0cc60d96ebd7 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 72

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source=pdf_text observed=2026-08-06T17:35:28.675881Z digest=sha256:4aa38acf023deb2f66d278a0805fad8cad5477e04b93ce334b0e4130bc00ee65

Observation c0d8e664-283b-4791-bb38-1d226fa0b1df · outbound

This paper cites Build with Claude,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Build with Claude,

Reference 73

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source=pdf_text observed=2026-08-06T17:35:28.680353Z digest=sha256:0d315cb94475ccbe82b56bdcf409583641c80817545fdf83f6ede8002b966e22

Observation ad6a4976-0962-4217-ac2f-2fbf892a0b9b · outbound

This paper cites Introducing Operator,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Introducing Operator,

Reference 74

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no resolver link, observed 2026-08-06T17:35:28.685276Z

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source=pdf_text observed=2026-08-06T17:35:28.685276Z digest=sha256:a6c7b27761dc1787796c695280331084683fd3e52cdaae9f304024c1a35f302d

Observation 497ae2dc-f267-4e71-af83-2a7c56c39dac · outbound

This paper cites SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Reference 75

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source=pdf_text observed=2026-08-06T17:35:28.689508Z digest=sha256:3d518c29d587df63b9ce65a109b4468a83750ed2cd15d7c84c95744e2ec6f8f2

Observation c7edfdc5-5f6d-4c89-acac-6a3656f422ea · outbound

This paper cites Introducing Devin, the first AI software engineer,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Introducing Devin, the first AI software engineer,

Reference 76

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source=pdf_text observed=2026-08-06T17:35:28.694259Z digest=sha256:46625c8df2367e68a44484f774537f685e014c61ad8cb8ac62f7f8597eef1d61

Observation b793a64a-ac52-48d5-887e-03e51782b880 · outbound

This paper cites Language models are few-shot learners,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Language models are few-shot learners,

Reference 77

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source=pdf_text observed=2026-08-06T17:35:28.698468Z digest=sha256:bc3bdfc1040e13bce797f61738835ad8cd5327d8c0f8d1a18ef05059f4654393

Observation ccea51b9-c593-4780-9cf8-25303018787e · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 78

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source=pdf_text observed=2026-08-06T17:35:28.702738Z digest=sha256:203917894321342e7ebf65c25bb81d41f2b1952a54992ac2d7e91397d377a34e

Observation feea692b-fc20-4ad2-82ee-88b312081697 · outbound

This paper cites Agent2Agent (A2A) protocol repository,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Agent2Agent (A2A) protocol repository,

Reference 79

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source=pdf_text observed=2026-08-06T17:35:28.708086Z digest=sha256:4a9db50dc34bf4b52770dd1912839f0c422b650499687cbe4824fa8a6c95b3ce

Observation 83eb3f8b-78c3-4774-8564-6e322e94139f · outbound

This paper cites Introducing ChatGPT plugins,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Introducing ChatGPT plugins,

Reference 80

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source=pdf_text observed=2026-08-06T17:35:28.712456Z digest=sha256:bf80ab18fe37c3a860e49a9fd8c67f09c0b5f9426e5aea09c4540adfc2836722

Observation 0888c2db-2e19-4e56-b030-c592a1a7219e · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 81

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source=pdf_text observed=2026-08-06T17:35:28.716791Z digest=sha256:1c100efa35abf1d095e5f4537feab5e7e782f5921987b3aeceb6842c8ce6efe3

Observation b0866b38-48ec-4c34-b283-83a11fa30dc3 · outbound

This paper cites Borg, the predecessor to Kubernetes,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Borg, the predecessor to Kubernetes,

Reference 82

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source=pdf_text observed=2026-08-06T17:35:28.721580Z digest=sha256:c75225be48d5674bec37d2bd29281ea8333d735b36544d25f2df85e3748df111

Observation b51e5f82-d158-4b13-b915-916f3ea91867 · outbound

This paper cites AI and ML orchestration on GKE,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents AI and ML orchestration on GKE,

Reference 83

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source=pdf_text observed=2026-08-06T17:35:28.726744Z digest=sha256:0abe6fe7b58e993d6dccfe49b2729f670c109bab4fed40d4dc9cfca76a0bb211

Observation 22fe1250-08bc-43a4-8be9-777c58e54576 · outbound

This paper cites Agentic AI on Kubernetes: Advanced orchestration, deployment, and scaling strategies for autonomous AI systems,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Agentic AI on Kubernetes: Advanced orchestration, deployment, and scaling strategies for autonomous AI systems,

Reference 84

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source=pdf_text observed=2026-08-06T17:35:28.731349Z digest=sha256:4772ee1f97f341ff9322699c03d6563c49ad0efbd3ef60e0b03dc01fb0d5c9c4

Observation 52441496-670d-4f75-a9c3-32deee5b81f3 · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Toolformer: Language Models Can Teach Themselves to Use Tools

Reference 85

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source=pdf_text observed=2026-08-06T17:35:28.735818Z digest=sha256:0aef59aa9b9561e57d9fb2a7411f39c874120d430d67c4cbdc10e315b7aa0976

Observation 1498f6ec-587b-453d-ac2f-f82b17c9be28 · outbound

This paper cites Deep reinforcement learning from human preferences,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Deep reinforcement learning from human preferences,

Reference 86

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source=pdf_text observed=2026-08-06T17:35:28.740309Z digest=sha256:e7c587d6899a5de8802c025da0e890d61d422a039e555a28393cee5f4a1c58ca

Observation bf1a3631-7326-4d78-bde5-1c7b3ae71ced · outbound

This paper cites A reduction of imitation learning and structured prediction to no-regret online learning,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents A reduction of imitation learning and structured prediction to no-regret online learning,

Reference 87

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source=pdf_text observed=2026-08-06T17:35:28.744485Z digest=sha256:a7faf58a7b79cb05d9e8eca28402cb62befeb7f69a1cee7ba9e17c5f1c4c1b53

Observation f2ea5607-6fe3-41c1-8559-561f15eadc72 · outbound

This paper cites The model context protocol: An emerging standard for AI agent-tool interactions,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents The model context protocol: An emerging standard for AI agent-tool interactions,

Reference 88

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source=pdf_text observed=2026-08-06T17:35:28.748724Z digest=sha256:8424015b19c5d086f71ea791af2db40a8b7c6d1f86a07113b60350999cc8a8c4

Observation 92089679-fbea-4880-9800-a3cb4b5a1c3d · outbound

This paper cites Model Context Protocol Specification, version 2025-11-25: Tasks, OAuth 2.1, and Registry,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Model Context Protocol Specification, version 2025-11-25: Tasks, OAuth 2.1, and Registry,

Reference 89

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source=pdf_text observed=2026-08-06T17:35:28.752877Z digest=sha256:fffe22189a34c46ddb9c9f90a010ae5cf932b7e7aa61f55d3f66c6bc9afc1fd1

Observation 77dd5a6c-9231-40f0-879e-2d3c6cec2792 · outbound

This paper cites WebMCP: Browser-Native Extension of the Model Context Protocol,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents WebMCP: Browser-Native Extension of the Model Context Protocol,

Reference 90

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source=pdf_text observed=2026-08-06T17:35:28.757437Z digest=sha256:40215624b2a3b650fcd659f8aa6ba91f646494366362dd2ff0f0b844bacf5d29

Observation bb5e60ee-28d3-42e5-b731-33e371962521 · outbound

This paper cites AG-UI: The Agent-User Interaction Protocol,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents AG-UI: The Agent-User Interaction Protocol,

Reference 91

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source=pdf_text observed=2026-08-06T17:35:28.761698Z digest=sha256:3f196670453183079edc0577396819eb921d69fe2d3f1def22dd68361f1aa45e

Observation ced15aac-e22b-409d-9200-5bf3554bc93e · outbound

This paper cites Linux Foundation Launches the Agent2Agent Protocol Project to Enable Secure, Intelligent Communication Between AI Agents,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Linux Foundation Launches the Agent2Agent Protocol Project to Enable Secure, Intelligent Communication Between AI Agents,

Reference 92

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source=pdf_text observed=2026-08-06T17:35:28.766441Z digest=sha256:e08cf87afc52fd79fa53cf37c9e1558a0738bf5eca5accba384bbad437d9aa78

Observation 51af80f5-c4fd-4898-a570-25005a597875 · outbound

This paper cites ACP Joins Forces with A2A under the Linux Foundation’s LF AI & Data,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents ACP Joins Forces with A2A under the Linux Foundation’s LF AI & Data,

Reference 93

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source=pdf_text observed=2026-08-06T17:35:28.771523Z digest=sha256:d5ec44c1b87502963ed02bc5a93c9c05c4bd2405c8052518a1d206ecb417bf63

Observation 89fd648f-a449-4e40-bb80-aa0a69dff74a · outbound

This paper cites Linux Foundation Announces the Formation of the Agentic AI Foundation,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Linux Foundation Announces the Formation of the Agentic AI Foundation,

Reference 94

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source=pdf_text observed=2026-08-06T17:35:28.776687Z digest=sha256:76e45a0b51ccd89e0c78432007694eb3b7f208e861fb52ce17b8ec3769dce8d3

Observation d93bc7ba-d778-421b-a950-4c37b3f61862 · outbound

This paper cites Agent-to-Agent (A2A) Protocol Specification v0.3.0,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Agent-to-Agent (A2A) Protocol Specification v0.3.0,

Reference 95

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source=pdf_text observed=2026-08-06T17:35:28.781195Z digest=sha256:b49af1d24b32a8377fba27b063b561492b2a6dcfc667bb690ce645e1a245cdd8

Observation 09cab42d-3d07-4e5f-a1aa-cb85b4d7cc9d · outbound

This paper cites Announcing A2A Protocol v1.0.0,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Announcing A2A Protocol v1.0.0,

Reference 96

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source=pdf_text observed=2026-08-06T17:35:28.785478Z digest=sha256:bd1766cfaf822934f8247bc836eb486fcd0fe2eb0a18ab858fdb828edd92ade1

Observation 49c7b943-d55a-42b3-942d-aa762578bf83 · outbound

This paper cites Autogen: Enabling next-gen llm applications via multi-agent conversation,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Autogen: Enabling next-gen llm applications via multi-agent conversation,

Reference 97

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source=pdf_text observed=2026-08-06T17:35:28.789586Z digest=sha256:42527eb5c56cd89fc7d3995d8e3d58a3ac5da70d2d634419ae87eecb8e597438

Observation d6c61128-95f5-4cb3-913d-c4f592a483a5 · outbound

This paper cites LangChain: A framework for building LLM applications with tooling,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents LangChain: A framework for building LLM applications with tooling,

Reference 98

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raw_fallback, observed 2026-08-06T17:35:31.975018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:35:28.794393Z digest=sha256:e0f2d8eadb7ca6b96d7867bbdb8eb2aaf6d8065cb45503ccb1b70204dcf935b3

Observation 0cd27efc-0b54-41e7-8eff-e168b07af718 · outbound

This paper cites CrewAI: A multi-agent orchestration toolkit,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents CrewAI: A multi-agent orchestration toolkit,

Reference 99

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raw_fallback, observed 2026-08-06T17:35:31.961651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:35:28.798938Z digest=sha256:6516c07edf6da125032ac7f2f8c208d60be3b7361dac9b50b20efd74211dd0a9

Observation 7f4452cf-3fdc-4c48-9a0b-c518595555d6 · outbound

This paper cites Introducing Strands Agents, an open source AI agents SDK,.

From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents Introducing Strands Agents, an open source AI agents SDK,

Reference 100

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raw_fallback, observed 2026-08-06T17:35:31.947665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:35:28.803926Z digest=sha256:282ec323486fa2d0cc0b10ceac3fc70fbcc08119c56da3b3efbe7a78b361cd45

Pith citing papers

Observation 875a761d-fbf3-4b46-a66e-aa04bd1c73ae · inbound

Agentic Web: Weaving the Next Web with AI Agents cites this paper.

Agentic Web: Weaving the Next Web with AI Agents From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents

Reference 172

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source=arxiv_source observed=2026-08-06T13:05:39.785271Z digest=sha256:2a4cf41aa832d0820bcc3994607eef0b0b794061da533e3670caa829cb234a8d

Observation cc6275cb-f5da-49bd-adbe-812e19760024 · inbound

BetaWeb: Towards a Blockchain-enabled Trustworthy Agentic Web cites this paper.

BetaWeb: Towards a Blockchain-enabled Trustworthy Agentic Web From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents

Reference 63

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source=arxiv_source observed=2026-08-05T18:55:33.629235Z digest=sha256:fdda104e5e9bc563b6eecd969ca287f02c28d3f71fa481c799e50642e3f8cb55

Observation 068c5dde-734f-4f9e-aa48-d52251acf5f1 · inbound

RISK: A Framework for GUI Agents in E-commerce Risk Management cites this paper.

RISK: A Framework for GUI Agents in E-commerce Risk Management From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents

Reference 14

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arxiv_id, observed 2026-05-26T03:04:03.343576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-18T13:28:21.961995Z digest=sha256:8c7037d2c8d4d78a5c05e8d7dec358e8bee59dae218a8ec3a4b15df75f857645

Observation 54ec8e6d-d4ca-485f-939f-2f73b181d114 · inbound

MCP vs RAG vs NLWeb vs HTML: A Comparison of the Effectiveness and Efficiency of Different Agent Interfaces to the Web (Technical Report) cites this paper.

MCP vs RAG vs NLWeb vs HTML: A Comparison of the Effectiveness and Efficiency of Different Agent Interfaces to the Web (Technical Report) From Multi-Agent Systems and the Semantic Web to Agentic AI: A Unified Narrative of the Web of Agents

Reference 9

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arxiv_id, observed 2026-05-26T03:04:03.343576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-17T04:45:01.799128Z digest=sha256:f9bdba1469242a6f968654c7f88e2583eedce334625f16c41e175ff0d404a376