Paper Citation Record · LEDGER

An LLM-Based Framework for Intent-Driven Network Topology Design

As of 21 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2607.00292.

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

pith.paper-citation-record.v1
2607.00292 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-02T01:10:27.436442Z

measured 24 of 24 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

24 of 24 outbound references displayed

verified exact0
verified fuzzy21
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b7cf694e-cb5c-4dbd-815a-a88c09e3556c · outbound

This paper cites 2026 , howpublished =.

An LLM-Based Framework for Intent-Driven Network Topology Design 2026 , howpublished =

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.719209Z

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.

Observation 6e79366b-5818-4775-ac01-83ec61a41b03 · outbound

This paper cites 2025 , eprint=.

An LLM-Based Framework for Intent-Driven Network Topology Design 2025 , eprint=

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.720769Z

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.

Observation 0e809fcc-a309-440e-8814-dfe5956d30c9 · outbound

This paper cites an unresolved cited work.

An LLM-Based Framework for Intent-Driven Network Topology Design Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-07-06T09:52:17.724768Z

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.

Observation 02ec9b2e-474f-4b94-8c80-f6577c6c86f4 · outbound

This paper cites El Habbouli, F.

An LLM-Based Framework for Intent-Driven Network Topology Design El Habbouli, F

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.716027Z

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.

Observation 07d632ca-60c1-4751-9160-3c3249214d67 · outbound

This paper cites S-Witch: Switch Configuration Assistant with LLM and Prompt Engineering , year=.

An LLM-Based Framework for Intent-Driven Network Topology Design S-Witch: Switch Configuration Assistant with LLM and Prompt Engineering , year=

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.712753Z

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.

Observation 3e3ad41c-680d-4110-9e21-a6b8cc183ab6 · outbound

This paper cites Generative AI for Low-Level NETCONF Configuration in Network Management Based on YANG Models , year=.

An LLM-Based Framework for Intent-Driven Network Topology Design Generative AI for Low-Level NETCONF Configuration in Network Management Based on YANG Models , year=

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.714443Z

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.

Observation c01a873d-5c8d-41ac-ace1-f0953f372108 · outbound

This paper cites an unresolved cited work.

An LLM-Based Framework for Intent-Driven Network Topology Design Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-07-06T09:52:17.717626Z

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.

Observation ffd47313-49bc-46e5-bdc1-8f9f7557cf02 · outbound

This paper cites LLM-Based Intent Processing and Network Optimization Using Attention-Based Hierarchical Reinforcement Learning , year=.

An LLM-Based Framework for Intent-Driven Network Topology Design LLM-Based Intent Processing and Network Optimization Using Attention-Based Hierarchical Reinforcement Learning , year=

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.722439Z

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.

Observation 3b383d70-4b48-4799-8439-bce1fd47e03f · outbound

This paper cites Symmetry , VOLUME =.

An LLM-Based Framework for Intent-Driven Network Topology Design Symmetry , VOLUME =

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.702097Z

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.

Observation 2c7754be-7167-43d1-832e-f4e7e3b16552 · outbound

This paper cites Proceedings of the 2nd Workshop on Formal Methods Aided Network Operation , pages =.

An LLM-Based Framework for Intent-Driven Network Topology Design Proceedings of the 2nd Workshop on Formal Methods Aided Network Operation , pages =

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.693369Z

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.

Observation 5c76a599-c046-44c4-9cbe-3dc014ae1505 · outbound

This paper cites 2025 , volume=.

An LLM-Based Framework for Intent-Driven Network Topology Design 2025 , volume=

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.708998Z

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.

Observation 22a6af8c-5cbd-44c8-86ab-9dfd8e65607c · outbound

This paper cites , author=.

An LLM-Based Framework for Intent-Driven Network Topology Design , author=

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.705449Z

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.

Observation a16a10e0-66a1-4514-9275-f7839db10dbd · outbound

This paper cites Revolutionizing Networking: A Comprehensive Overview of Intent-Based Networking , year=.

An LLM-Based Framework for Intent-Driven Network Topology Design Revolutionizing Networking: A Comprehensive Overview of Intent-Based Networking , year=

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.710869Z

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.

Observation 696593ed-2f5b-4d34-9104-6544977bf187 · outbound

This paper cites LLM-enabled Intent-driven Service Configuration for Next Generation Networks , year=.

An LLM-Based Framework for Intent-Driven Network Topology Design LLM-enabled Intent-driven Service Configuration for Next Generation Networks , year=

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.696909Z

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.

Observation b69325dc-1eee-4de8-a2f5-2e0622e620a8 · outbound

This paper cites Proceedings of the ACM SIGCOMM 2023 Conference , pages =.

An LLM-Based Framework for Intent-Driven Network Topology Design Proceedings of the ACM SIGCOMM 2023 Conference , pages =

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.698609Z

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.

Observation 33f5d281-4e08-45b1-8409-58882b97569f · outbound

This paper cites Towards llm-based failure localization in production-scale networks.

An LLM-Based Framework for Intent-Driven Network Topology Design Towards llm-based failure localization in production-scale networks

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T01:16:23.727385Z

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.

Observation 799a78ee-7f6e-4aa5-9c27-9389bc3e5e08 · outbound

This paper cites Findings of the Association for Computational Linguistics: NAACL 2025 , pages=.

An LLM-Based Framework for Intent-Driven Network Topology Design Findings of the Association for Computational Linguistics: NAACL 2025 , pages=

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.703775Z

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.

Observation 708375e3-4918-4e3e-b286-4bf665982610 · outbound

This paper cites 2024 , eprint=.

An LLM-Based Framework for Intent-Driven Network Topology Design 2024 , eprint=

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.694953Z

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.

Observation 793926d4-547f-4f13-8267-fb3eae50efef · outbound

This paper cites International journal of pattern recognition and artificial intelligence , volume=.

An LLM-Based Framework for Intent-Driven Network Topology Design International journal of pattern recognition and artificial intelligence , volume=

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.700372Z

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.

Observation 7b656b23-7655-4990-9264-09144e4f2d53 · outbound

This paper cites Optimizing LLM Prompts for Automation of Network Management: A User's Perspective , year=.

An LLM-Based Framework for Intent-Driven Network Topology Design Optimizing LLM Prompts for Automation of Network Management: A User's Perspective , year=

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.707112Z

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.

Observation 301becec-9bac-4ef9-86a7-d3f7c3b8e485 · outbound

This paper cites 2018 , author =.

An LLM-Based Framework for Intent-Driven Network Topology Design 2018 , author =

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.686324Z

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.

Observation 0efe19ad-6cb8-4d12-95d4-fd37cbc056d2 · outbound

This paper cites and FOGGIA, P.

An LLM-Based Framework for Intent-Driven Network Topology Design and FOGGIA, P

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.689989Z

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.

Observation 033a0111-bd7d-412f-b51a-159a8b73efe6 · outbound

This paper cites GeNet: A Multimodal LLM-Based Co-Pilot for Network Topology and Configuration , year=.

An LLM-Based Framework for Intent-Driven Network Topology Design GeNet: A Multimodal LLM-Based Co-Pilot for Network Topology and Configuration , year=

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.688195Z

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.

Observation 45c0da5a-a37e-4d12-a9a3-65a0cf9cf62d · outbound

This paper cites Proceedings of the ACM SIGCOMM 2025 Conference , pages =.

An LLM-Based Framework for Intent-Driven Network Topology Design Proceedings of the ACM SIGCOMM 2025 Conference , pages =

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T09:52:17.691682Z

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.

Pith citing papers

No inbound Pith citation observations are available.