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Paper Citation Record · LEDGER

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure

As of 22 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2606.20565.

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

pith.paper-citation-record.v1
2606.20565 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-05T10:42:35.235124Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

25 of 25 outbound references displayed

  • verified exact2
  • verified fuzzy23
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6a5ab0b9-9d01-40a3-87c5-9efd12d3de0a · outbound

This paper cites Network slicing in 5G: Survey and challenges,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure Network slicing in 5G: Survey and challenges,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:50:57.966964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 012fd53a-64db-4813-a85b-6c4bcd899efb · outbound

This paper cites Network slicing and softwarization: A survey on principles, enabling technolo- gies, and solutions,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure Network slicing and softwarization: A survey on principles, enabling technolo- gies, and solutions,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:50:57.964924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:8db080c7c2540837974aa80df1949cdc689947c2b041d43f44c1849811166e7b

Observation ec97aa45-511d-4b08-ba32-d7215fd03004 · outbound

This paper cites Resource management from single-domain 5g to end-to-end 6g network slicing: A survey.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure Resource management from single-domain 5g to end-to-end 6g network slicing: A survey

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:50:57.958787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:38585f4044e6192514ffa9a61de60a1142810202d0d9438be02ac44f26d593af

Observation fb3f5549-6369-4d67-a215-4ba14251e020 · outbound

This paper cites Decentralized AI-control framework for multi-party multi-network 6G deployments,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure Decentralized AI-control framework for multi-party multi-network 6G deployments,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:50:57.938220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:d72d485751de3e3556ae8d867fc7e06db80b0e37b802c29b3852d234395f9271

Observation 20a77a7f-19f0-48c7-bc47-18766d3e1a7d · outbound

This paper cites Agentic ai: a com- prehensive survey of architectures, applications, and future directions,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure Agentic ai: a com- prehensive survey of architectures, applications, and future directions,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:50:57.932263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:1f008aa2fee0ce9f70ebc1716c62c704d24c6a9ae7ba416b0b77bc139968fad8

Observation ef01b5a4-1f62-4f37-8723-8aee18eaa003 · outbound

This paper cites The agentic- AI core: An AI-empowered, mission-oriented core network for next- generation mobile telecommunications,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure The agentic- AI core: An AI-empowered, mission-oriented core network for next- generation mobile telecommunications,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:50:57.921902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:e89ba92461482c05ce73fcdf07014d695678df10ee06ce65b4417a62db533cd5

Observation cfcb7877-ea20-4a70-9d5a-092dee6fa003 · outbound

This paper cites A comprehensive survey on safe reinforce- ment learning,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure A comprehensive survey on safe reinforce- ment learning,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:50:57.936304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:0ddc9c03b196cb006b3a096eb6692fb09273a4f6238425d6a6ed41f191dca92f

Observation a55eddc6-1bb6-4adf-920f-5b9ce3295284 · outbound

This paper cites Safe reinforcement learning via shielding,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure Safe reinforcement learning via shielding,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:50:57.927984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:299de16d9b21d273bdf2b134e71a3f72aa65d53f54f8c572af2ab1c86951d3a1

Observation ea42e862-bfcc-4192-8f23-556622259dbe · outbound

This paper cites OpenFlow: Enabling innova- tion in campus networks,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure OpenFlow: Enabling innova- tion in campus networks,

Reference 9

Resolution
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raw_fallback, observed 2026-07-05T10:50:57.960913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:b85390ef56702eb8f4a501f5a9a90637d6a649113e3c724bb4d1a40ce61e018a

Observation 98f7d9ee-466a-4d26-a01b-490d6ad7e856 · outbound

This paper cites Software-defined networking: A com- prehensive survey,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure Software-defined networking: A com- prehensive survey,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:50:57.942360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:0bb49d4e0b0486f6b7ff339498d825ee434e681db42cc16088fdc8022b044de2

Observation b46674ec-8edb-4815-bc58-7b6a8d28a9d7 · outbound

This paper cites OpenDaylight: Towards a model-driven SDN controller architecture,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure OpenDaylight: Towards a model-driven SDN controller architecture,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:50:57.944446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:2fc153c6201c4d6d107b796573b32b362c0ee51ddfd8505047fb4eafd5b31216

Observation 0971e784-2df3-4aca-9239-8ceddf1c1a76 · outbound

This paper cites ONOS: Towards an open, distributed SDN OS,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure ONOS: Towards an open, distributed SDN OS,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:50:57.954518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:620ffec4329a856640d33bd5361e718871f9c0265c65a2f8e318b6e467868000

Observation 0d0abc7f-3bfe-4c6e-b3c1-10063d67b411 · outbound

This paper cites Under- standing O-RAN: Architecture, interfaces, algorithms, security, and re- search challenges,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure Under- standing O-RAN: Architecture, interfaces, algorithms, security, and re- search challenges,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:50:57.930052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:02ec41a7574b52b73862b3a65daaf7544f9392b844d5446ebd437fb75591344e

Observation 99a5530c-8ce7-4fec-b30b-bfdbaadf0c08 · outbound

This paper cites Intelli- gence and learning in O-RAN for data-driven NextG cellular networks,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure Intelli- gence and learning in O-RAN for data-driven NextG cellular networks,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:50:57.926074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:26538ed4b24795a8df96753ee6d56a45ca258cd8a555ecc6a3d12f9b2a35f4dd

Observation eff09cfe-5a5c-436e-be07-7fe6274aeb8c · outbound

This paper cites Managing o-ran networks: xapp development from zero to hero,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure Managing o-ran networks: xapp development from zero to hero,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:50:57.934294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:d8690e68bd4c5d6d6a4d96128990774dc1ce790e7cdf50881b0ad66be80defc7

Observation bb6805c5-6bdb-445d-a18f-90510aaeab2a · outbound

This paper cites Resource manage- ment with deep reinforcement learning,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure Resource manage- ment with deep reinforcement learning,

Reference 16

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verified fuzzy
raw_fallback, observed 2026-07-05T10:50:57.950502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:5ccb91392407142845d5d3784b2dfb7a58c8f6ef8b43f350e93c6661fc3773b3

Observation c0d88e35-8b6b-4585-b0eb-3dbf69e595eb · outbound

This paper cites Large language model (LLM) for telecommunications: A comprehensive survey on principles, key techniques, and opportunities,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure Large language model (LLM) for telecommunications: A comprehensive survey on principles, key techniques, and opportunities,

Reference 17

Resolution
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raw_fallback, observed 2026-07-05T10:50:57.940224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:9314254f2496b2ec172e65fdf420925a2b70c0fa2c5cbb9876fd85f235ae3c14

Observation b2ef5f40-c174-49c6-94b9-e1b24d6cede2 · outbound

This paper cites A comprehensive survey on LLM-based network management and operations,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure A comprehensive survey on LLM-based network management and operations,

Reference 18

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raw_fallback, observed 2026-07-05T10:50:57.952429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:76342ecd04f50bbfa657441fb1a02b90b3cee2cc76dff9062a9d45c25d06acf8

Observation da5f4bea-9ca5-45d5-8643-beef4219accd · outbound

This paper cites TS 23.288: Architecture enhancements for 5G system (5GS) to support network data analytics services,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure TS 23.288: Architecture enhancements for 5G system (5GS) to support network data analytics services,

Reference 19

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raw_fallback, observed 2026-07-05T10:50:57.956573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:1f5e11940c467dc40824c26d639fecf42c90f9bf3b180e420db5d1d6bbf5dd58

Observation 9f20a3e3-096b-4a68-a22e-dcd6aab940ca · outbound

This paper cites GS ZSM 002: Zero-touch network and service management (ZSM); reference architecture,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure GS ZSM 002: Zero-touch network and service management (ZSM); reference architecture,

Reference 20

Resolution
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raw_fallback, observed 2026-07-05T10:50:57.948531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:b6785fe645e884a70da7f586c40dd4ef227d50f8c99e1cb55e3d8cfb95eab50e

Observation 58f82565-27ed-4226-a86d-c1c009d06ecb · outbound

This paper cites From intents to actions: Agentic ai in autonomous networks,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure From intents to actions: Agentic ai in autonomous networks,

Reference 21

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arxiv_id, observed 2026-07-05T10:50:57.646839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:552f2db633c20f9497f6b29f5a96215f51c0d10bab4828aae54c04eb31d9d824

Observation 47c3b1b7-8b40-4245-a3a1-3b1d438fe8a9 · outbound

This paper cites Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G

Reference 22

Resolution
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local_arxiv, observed 2026-07-05T10:50:57.643273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:f6ae8c1698e774fa3cd110153d5df426c6ed26f2b73cd51c8c797c4d12f1b275

Observation 83afd76c-b7af-4ad8-8463-2da87a01e2c8 · outbound

This paper cites ZeroMQ: Distributed messaging,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure ZeroMQ: Distributed messaging,

Reference 23

Resolution
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raw_fallback, observed 2026-07-05T10:50:57.962882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:ff3da7e5d5446fa93428b8251177127094572ef6d99cc8f502be35fe1255b59f

Observation bb6cf681-8fa0-4034-a0ab-9ff0d9a9fecd · outbound

This paper cites Safety and security guidelines for critical infrastructure owners and operators: AI in critical infrastruc- ture,.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure Safety and security guidelines for critical infrastructure owners and operators: AI in critical infrastruc- ture,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:50:57.923894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:3323e1da38dd0187b3eb10d926d1547a828d0e694982908d62a7d9f2ddd49a64

Observation dc8ea057-781a-4f31-8b10-9e18a36ee1c2 · outbound

This paper cites Artificial intelligence risk management framework (AI RMF 1.0),.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure Artificial intelligence risk management framework (AI RMF 1.0),

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T10:50:57.946599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:42:35.235124Z digest=sha256:074bbe46a9a4ea7ed1b0ffce42fddf252cf68079edf90c5ecb7cb6aed58959b8

Pith citing papers

No inbound Pith citation observations are available.