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Paper Citation Record · LEDGER

SDEC: Semantic Deep Embedded Clustering

As of 18 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2508.15823.

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

pith.paper-citation-record.v1
2508.15823 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T19:29:18.094348Z

measured 14 of 14 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

14 of 14 outbound references displayed

  • verified exact0
  • verified fuzzy7
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a1a2dba3-8864-4f76-af3f-abe121a6946d · outbound

This paper cites Announcing the Agent2Agent Protocol (A2A).

SDEC: Semantic Deep Embedded Clustering Announcing the Agent2Agent Protocol (A2A)

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T19:29:19.636663Z

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=2026-08-05T19:29:16.782974Z digest=sha256:a6a253924b8d1513a807ff94374f2a8f9c93fda44e248bca13facdcdd63ae129

Observation 446ee37c-e58b-4e1f-b990-92a0fd0f55fd · outbound

This paper cites Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions.

SDEC: Semantic Deep Embedded Clustering Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T19:29:16.861623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:29:16.861623Z digest=sha256:c262ee1d1d5836dbe901199fa2c1948414f4dc7025d750f1ad6aa1082917bc13

Observation 439a371a-87a0-49c0-b760-060f7826643c · outbound

This paper cites Agent Network Protocol Technical White Paper.

SDEC: Semantic Deep Embedded Clustering Agent Network Protocol Technical White Paper

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T19:29:16.941602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:29:16.941602Z digest=sha256:469c018e586483c16dc08290c298a82f00eee2f27bbfd806ad1339fb1649fe26

Observation 6d103ea8-95a5-4631-ad99-b09b896ee031 · outbound

This paper cites A review on agent-to-agent protocol: Concept, state-of-the­ art, challenges and future directions,.

SDEC: Semantic Deep Embedded Clustering A review on agent-to-agent protocol: Concept, state-of-the­ art, challenges and future directions,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T19:29:19.460363Z

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=2026-08-05T19:29:17.019877Z digest=sha256:30c50a609621dfc6c7ca07752c556ddb7dbb76de5f66650eed323a9b86e1059f

Observation 38feb842-b9ae-4c35-8e55-946ca84cc549 · 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).

SDEC: Semantic Deep Embedded Clustering 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 7

Resolution
unresolved
no resolver link, observed 2026-08-05T19:29:17.085940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:29:17.085940Z digest=sha256:09f74ef7b11079972918665ee4c25fd306d2faa1ca36221b98c061635edf1c38

Observation 8745173c-29b6-4ce0-bb72-14f97b80d219 · outbound

This paper cites Building A Secure Agentic AI Application Leveraging A2A Protocol.

SDEC: Semantic Deep Embedded Clustering Building A Secure Agentic AI Application Leveraging A2A Protocol

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T19:29:17.156039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:29:17.156039Z digest=sha256:aa1e87a1bee4e9e7badc5358f440c92ca5c4e0e25576efd3ae49d668a025674b

Observation dc65175e-6a65-46ac-b349-3d5324f01f6e · outbound

This paper cites Agent-User Interaction Protocol (AG-Ul).

SDEC: Semantic Deep Embedded Clustering Agent-User Interaction Protocol (AG-Ul)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T19:29:19.328502Z

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=2026-08-05T19:29:17.233686Z digest=sha256:b98d9f7743aede1c798f2e39da5aa8a085eeab64b207c46320e9afa1dc6093ee

Observation 00c7e24e-4216-4ae2-9252-1dcf1f7e4685 · outbound

This paper cites Language Model Operating System (LMOS).

SDEC: Semantic Deep Embedded Clustering Language Model Operating System (LMOS)

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T19:29:19.204794Z

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=2026-08-05T19:29:17.307671Z digest=sha256:66fd38d2320683851c418cb29e05dac788eb86f658bddeab09293278ea7ea8b1

Observation d21cf866-71e1-48f7-b2e3-fdab00681821 · outbound

This paper cites Internet of agents: Fundamentals, applications, and challenges,.

SDEC: Semantic Deep Embedded Clustering Internet of agents: Fundamentals, applications, and challenges,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T19:29:17.376535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:29:17.376535Z digest=sha256:b01e8cfd6951321f6d7a204e0c47a51b44ce86ee242016b3e1f0106fa0234872

Observation 6c6bb8a9-7d9e-4477-8936-230e417def77 · outbound

This paper cites Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence.

SDEC: Semantic Deep Embedded Clustering Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T19:29:17.498025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:29:17.498025Z digest=sha256:b472cf5b8673ddde159e59f61adee8dafa602315999df5f83c0e9482ec0963a4

Observation 3e719f4a-f6f9-4746-8779-93be9c238b92 · outbound

This paper cites Dawn: Designing distributed agents in a worldwide network,.

SDEC: Semantic Deep Embedded Clustering Dawn: Designing distributed agents in a worldwide network,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T19:29:19.044847Z

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=2026-08-05T19:29:17.613987Z digest=sha256:c1ad61610bb11e45fecd337871ed8cbe886b03ac1e6d6948757df87aa0e8e038

Observation 918efb09-8bfb-4143-a036-1263a3fece38 · outbound

This paper cites A Scalable Communication Protocol for Networks of Large Language Models.

SDEC: Semantic Deep Embedded Clustering A Scalable Communication Protocol for Networks of Large Language Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T19:29:17.784088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:29:17.784088Z digest=sha256:c7475d77cee7c7a016ffb8a879123ae3dace3dcd21c43ea5c7acca60e89057b6

Observation c07f5f76-cd53-4a83-a82d-7e64a0e24e75 · outbound

This paper cites G oal-oriented semantic communication and networking,.

SDEC: Semantic Deep Embedded Clustering G oal-oriented semantic communication and networking,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T19:29:18.858299Z

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=2026-08-05T19:29:17.968186Z digest=sha256:58aaecc4be11038b4f24878d0752b669986adbc7cbb0f23004dcc7e37b72f0f5

Observation e6b05dc2-b8b8-4a6d-81d4-ed374d2f7aa0 · outbound

This paper cites Convergence of networking and cloud/edge computing: Status, challenges, and opportunities,.

SDEC: Semantic Deep Embedded Clustering Convergence of networking and cloud/edge computing: Status, challenges, and opportunities,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T19:29:18.490447Z

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=2026-08-05T19:29:18.094348Z digest=sha256:af18b40a00ea007ea03dca6215222eba02d8a38a8c673a2e973f1261a01719f6

Pith citing papers

No inbound Pith citation observations are available.