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Paper Citation Record · LEDGER

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS

As of 12 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 1 inbound Pith citation observation for arXiv:2501.07992.

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

pith.paper-citation-record.v1
2501.07992 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:34:42.764658Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T11:55:37.539670Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T12:04:39.168346Z

Reference resolution

33 of 33 outbound references displayed

  • verified exact0
  • verified fuzzy30
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9af695ae-f245-44ba-8751-8dd9f64d4cc2 · outbound

This paper cites In: 1st IEEE/SMC International Conference on System of Systems En- gineering.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS In: 1st IEEE/SMC International Conference on System of Systems En- gineering

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 8133a64f-21c1-4b2f-b0fe-82ee8a5fc91b · outbound

This paper cites In: Proceedings of the 19th International Conference on Software Technologies.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS In: Proceedings of the 19th International Conference on Software Technologies

Reference 2

Resolution
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raw_fallback, observed 2026-08-10T20:34:43.143108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.656326Z digest=sha256:7a83591dc7f7c1f5905e0c8ebea514893969d409fe6de6b553addd35853d44f6

Observation 1ca662a3-fc5f-48e3-b55d-ec3e61e48b03 · outbound

This paper cites In: Proceedings of the 14th International Workshop on Adaptive and Reflective Middleware.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS In: Proceedings of the 14th International Workshop on Adaptive and Reflective Middleware

Reference 3

Resolution
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raw_fallback, observed 2026-08-10T20:34:43.132795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.659738Z digest=sha256:968084080e7aecc50706a1db885bf0213e21ac447636dc6159cccf0aad5a55f1

Observation 564a3330-2ac4-4bff-9232-ae945da1071f · outbound

This paper cites In: 1st IEEE/SMC International Conference on System of Systems Engineering.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS In: 1st IEEE/SMC International Conference on System of Systems Engineering

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:43.122090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.663398Z digest=sha256:0d34a93c8a7356ebab4ecd1c989967ac9f0b38af12e7d08cc1b5ef9082f17071

Observation 4a1b3737-80bf-4537-833f-639686ec8e4f · outbound

This paper cites In: Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M., Lin, H.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS In: Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M., Lin, H

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:43.101286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.670797Z digest=sha256:f7602590221109f021400b5ae76f76768742cf2ad0846bf3d3cf20fac2f6b966

Observation 3eadd988-3b0a-44da-9fe0-3be7fb48229f · outbound

This paper cites Systems of Systems Engineering for NATO Defence Applications (STO-EN-SCI-276) pp.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS Systems of Systems Engineering for NATO Defence Applications (STO-EN-SCI-276) pp

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:43.091325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.674388Z digest=sha256:775d2982f1596568e29a766756d8d36901e076eae8ade2296f6c8b5003a22917

Observation 39986dd5-1af8-43a8-99f6-eaa05c32d814 · outbound

This paper cites Future Generation Computer Systems157, 499–515 (2024).

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS Future Generation Computer Systems157, 499–515 (2024)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:43.078385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.678183Z digest=sha256:58cbc2e575dd3bb97eec5406d87ced66693dd68e9d0529f09d77b69774e071a5

Observation 6be0eb65-f973-4fe3-b592-0cbbf9929fd2 · outbound

This paper cites In: Pro- ceedings of the Conference on Systems Engineering Research.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS In: Pro- ceedings of the Conference on Systems Engineering Research

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:43.069418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.681588Z digest=sha256:233a3d3618d7495d1c186b99dcb322f76f10b606a1718394c75d4897645c5f70

Observation e527878f-e459-458f-81f9-6d05a6dd3259 · outbound

This paper cites (ed.): Systems of Systems Engineering: Principles and Applications.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS (ed.): Systems of Systems Engineering: Principles and Applications

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:43.059620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.685107Z digest=sha256:9a96b35051c4b71cbcdfd92eb07a4832e19de9ddca253e52bad3d364c0f58eab

Observation 5be3ff63-25a4-4ead-a783-57bcc55404ff · outbound

This paper cites Multimedia tools and applications82(3), 3713–3744 (2023).

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS Multimedia tools and applications82(3), 3713–3744 (2023)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:43.049395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.688539Z digest=sha256:2172658c961ade6d1658eae6fd3af8eff5307c70505471d6f936ef3145b69263

Observation 9c3d701a-0ba7-4f29-91d3-2b4af9bbf80e · outbound

This paper cites Macmillan (1968) 12.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS Macmillan (1968) 12

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:43.040790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.692082Z digest=sha256:816b2046920b28d2d04feac7f47b73c4196865a792cdfc54ca238e84e9dfade3

Observation 6eaeb002-f50c-40cc-9e00-789a43f13768 · outbound

This paper cites Software: Practice and Experience (2024).

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS Software: Practice and Experience (2024)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:43.030125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.695527Z digest=sha256:5c1c61f5936db9d57eea4a170cbb7cab6460fde2da4b003acfcbcbfb21033ae3

Observation c54498b4-4d5f-4fb2-9e57-88004a43b1fd · outbound

This paper cites Computers in industry57(2), 121–130 (2006).

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS Computers in industry57(2), 121–130 (2006)

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:43.019411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.698733Z digest=sha256:cb0118b41b8c6b7818c3c52c14dc45ff41f7473f9f99146839797f0d2cd80423

Observation a89e779d-8d62-4895-8b65-94e2d6476a3d · outbound

This paper cites In: Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS In: Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:43.007907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.702053Z digest=sha256:95037ce579ce3580db1c3aabb84f68c868f1d554d64f8fc72367b15a808d2be9

Observation b23b8821-7073-42d0-ae43-b6f18d345767 · outbound

This paper cites In: Proceedings of the 2nd Inter- national Workshop on Smart.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS In: Proceedings of the 2nd Inter- national Workshop on Smart

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:42.995251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.705386Z digest=sha256:94c7bef96f7ccd0909d245bda51da06c6f2ed48ed19521a72e7f81e649d0f9e1

Observation 4b7caa00-87c2-4cfc-b8f6-6eec5d6823ff · outbound

This paper cites Systems Engineering: The Journal of the International Council on Systems Engineering1(4), 267–284 (1998).

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS Systems Engineering: The Journal of the International Council on Systems Engineering1(4), 267–284 (1998)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:42.982903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.708624Z digest=sha256:bf2b4d382c47c3be164e2d5eed3a73f2a39fb75b2865bad259ab724b737ff8ad

Observation 60155c45-52df-4de6-8beb-243e6766720c · outbound

This paper cites In: International Conference on Advanced Aspects of Software Engineering.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS In: International Conference on Advanced Aspects of Software Engineering

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:42.971446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.711556Z digest=sha256:157da51b29a325aefec4e731f9cf894309e43b3b80c37e3b099e8e4cf2e77d8d

Observation 0dbe86f0-eb81-4789-b424-745e3825094a · outbound

This paper cites In: IEEE/ACM 39th International Confer- ence on Software Engineering Companion.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS In: IEEE/ACM 39th International Confer- ence on Software Engineering Companion

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:42.960469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.714611Z digest=sha256:b8c3b1f2c60644cef5738fb39972a7af690cbd332d5ae28b3d3b436881f56fbf

Observation 30818d8a-9065-427a-9111-b79b6369e9be · outbound

This paper cites ACM Computing Surveys48(2), 1–41 (2015).

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS ACM Computing Surveys48(2), 1–41 (2015)

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:42.949498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.717709Z digest=sha256:d42f60f2953cb84a48810bb814196f8109413b64f2dde59fc3cc2bf997e12259

Observation 1d3abea5-c294-4e51-9f5d-a2036fc5d97e · outbound

This paper cites In: IEEE International Conference on Informatics, IoT, and Enabling Technologies.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS In: IEEE International Conference on Informatics, IoT, and Enabling Technologies

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:42.938577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.720574Z digest=sha256:ef48046a777ad32088f5cf7c0e8956cbea5c6987e680f8214beb0f75e5b0353b

Observation 745de85a-6498-4287-9834-08e22c3994b3 · outbound

This paper cites https://cdn.openai.com/ better-language-models/language_models_are_unsupervised_multitask_ learners.pdf (2018), last accessed 2024/11/06.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS https://cdn.openai.com/ better-language-models/language_models_are_unsupervised_multitask_ learners.pdf (2018), last accessed 2024/11/06

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:42.926599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.723544Z digest=sha256:bc26cd6f3cc316a7999278894d25e61435f4cd40178ef48b1f33989520b01571

Observation b22eace4-516e-4c91-a599-f2af15b63039 · outbound

This paper cites In: Proceedings of the 14th International Conference on Software Business.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS In: Proceedings of the 14th International Conference on Software Business

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:42.914491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.726545Z digest=sha256:30bf4ade3b298f8cc4524b75c73d4c8a9b4f8c617c639a151c3d336a61ae0266

Observation 4e605287-9abe-4a2c-9193-91c9bd16e09d · outbound

This paper cites In: Proceedings of the 7th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS In: Proceedings of the 7th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:42.903310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 36be51d2-0f6a-48f2-9577-26ca57a8c0df · outbound

This paper cites Analysis of ChatGPT on Source Code.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS Analysis of ChatGPT on Source Code

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T20:34:42.733599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:34:42.733599Z digest=sha256:7935bf963dd8ee26fecd94ee24d542615e375653eae4f41636ae4aa622e71a30

Observation b4e5fe06-1750-4929-b9de-4feebe2ccce7 · outbound

This paper cites Future Internet9(3), 35 (2017).

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS Future Internet9(3), 35 (2017)

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:42.892069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.737766Z digest=sha256:3cd14c4626b8b007c2dd5c6e7f03ddbddbf5efa6b55c1ee24ae3281d3c2cf98f

Observation be479afd-f683-49d1-84a0-cdfd5eb9e48a · outbound

This paper cites Science of Computer Programming 192, 102425 (2020).

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS Science of Computer Programming 192, 102425 (2020)

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:42.880668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.741448Z digest=sha256:6f10a33f1fbc746c7ee6c50798741ba8408158be9b84db7a1575c68f3d9c0e3d

Observation 071aa13b-d33d-4c25-a65b-7797ff1de0b3 · outbound

This paper cites Information and Software Technology147, 106904 (2022) 13.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS Information and Software Technology147, 106904 (2022) 13

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:42.869746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.746028Z digest=sha256:03e586aa0cd852f2969db952787e87fb9ad0ca0e7a6b0758baee09d6a861f4b5

Observation 3bc74458-2c5d-43a5-8cf8-9a9c683029a2 · outbound

This paper cites Engineering Applications of Artificial Intelligence90, 103503 (2020).

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS Engineering Applications of Artificial Intelligence90, 103503 (2020)

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:42.858820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 9b49b193-9ef1-4934-b7e9-82baa4d337f3 · outbound

This paper cites In: IEEE International Conference on Software Architecture Companion.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS In: IEEE International Conference on Software Architecture Companion

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:42.847431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.753481Z digest=sha256:aae464988872f20e9ecad496b44d536dfaf8dfcfe0d126881d2b0c674eff8892

Observation 58e92574-2102-4be5-8a09-c02d3e443276 · outbound

This paper cites In: IEEE International Symposium on Software Reliability Engineering Workshops.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS In: IEEE International Symposium on Software Reliability Engineering Workshops

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:42.835803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.757298Z digest=sha256:ff49e967040a8b77f919724837961e0fd3978f56450d22a3174ce1a4560c96db

Observation 5b87067c-8c58-4759-9e8a-94a3df9d029b · outbound

This paper cites In: IEEE International Conference on Web Services.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS In: IEEE International Conference on Web Services

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:34:42.823139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.760963Z digest=sha256:d1428131b8437feeb8e803258ed038d9a9e7b2023806ad17257a11100d382a0a

Observation a25b59b3-7587-49cb-a9a2-c1bf617ea710 · outbound

This paper cites A Survey of Large Language Models.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS A Survey of Large Language Models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-10T20:34:42.764658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:34:42.764658Z digest=sha256:7f48663ff3cd78f5e03ad922a9bc59feec2087b63e4c7a52111c8656cc189eaf

Observation e01e8428-0325-40dc-80bc-614526c59199 · outbound

This paper cites an unresolved cited work.

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS Unresolved cited work

Reference 123

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:34:43.111312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T20:34:42.667018Z digest=sha256:8947b301ca8529db068acf0764a770427f9915ece081c796b4142b4b96d62528

Pith citing papers

Observation cc4e6f24-c83d-417a-a1f6-bdf7dae47a79 · inbound

Agent Manufacturing: Foundation-Model Agents as First-Class Industrial Entities cites this paper.

Agent Manufacturing: Foundation-Model Agents as First-Class Industrial Entities LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS

Reference 6

Resolution
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arxiv_id, observed 2026-06-30T12:04:39.169844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-06-30T11:55:37.539670Z digest=sha256:a1d05e8facb179f8e54bd9c36ad9dd11cba5928fbd415282a4a651a79fff83fd