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Paper Citation Record · LEDGER

SDEC: Semantic Deep Embedded Clustering

As of 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T19:29:16.782974Z digest=sha256:83355ca96e78febc0f211144ab3bf93dd6356db04cd5f2868b0d78d2d2fd7c71

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:fee7eff03ad0ff5f67ae5780d782c70826f9c27a77f1f638f08f647c06f0b203

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:e1b23756bd15255fe5d29381a691010e6a9da18e1960b0123d9676b12278b09f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T19:29:17.019877Z digest=sha256:6b8d12d0248eb5d5931813cbbd9dfa7d45e6794762ed921a18e26cb309379159

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=sha256:2b1e7db0f67cd33bfa122e472fa1fee0781c08537197e4536e9c830e14ecdd3f

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=sha256:2125fb5e3b0274b27eceb08e77086710f165066a2a2da5b4080d30498949a77a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T19:29:17.233686Z digest=sha256:3fbb1df018af64800e6267d5830b43b605a6674bba969add4d5d47e05bc3291f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T19:29:17.307671Z digest=sha256:7a9f99c69bf26d4afc439bea9d9900055e81ea8cd77cc77e1b6ee6d5969e62a7

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=sha256:3669e1be15fcb550474cd638cfd7660f143f7eff8edfc4f06f73575e3cd05efa

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=sha256:8669ebb3485c1676ef9e97270411ef01c42feaf6bcaeea8f44c1c413b15f64b9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T19:29:17.613987Z digest=sha256:80ab642fd182ac192fd783a33f8ad2dc62a2bc9b3c2ce9653965f3d0d12213a9

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=sha256:3d13df055525bcf1472beb8acba3ee720fea4a80af69bdfea843e62e1eec7e32

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T19:29:17.968186Z digest=sha256:13941617a936f8ea0e0607fdc07ee7cc74de27cb20caa6b5069db780dfae6664

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T19:29:18.094348Z digest=sha256:a9d9d65683bb22fb61ff7795a072af9c5d4051fede901c30d87ec018a1a92fff

Pith citing papers

No inbound Pith citation observations are available.