Paper Citation Record · LEDGER

LLM-Sketch: Enhancing Network Sketches with LLM

As of 14 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 2 inbound Pith citation observations for arXiv:2502.07495.

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

pith.paper-citation-record.v1
2502.07495 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:38:01.271234Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:16:02.561659Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T23:39:03.869946Z

Reference resolution

43 of 43 outbound references displayed

verified exact0
verified fuzzy3
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6bc91ed4-7916-4c38-a25d-401dae409055 · outbound

This paper cites GPT-4 Technical Report.

LLM-Sketch: Enhancing Network Sketches with LLM GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T12:38:01.055398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 833a3cce-7988-446a-9090-a50264390cf5 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.949270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f003d95f-4881-4da8-a89e-471d18d6fc02 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.933848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 595c964e-045a-44b2-99fc-945d0c5bf441 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.918747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3d32d457-7f70-4c72-9063-ea3ab1953d04 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.903197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 734d2f3f-5a26-4067-be04-2ce757952e61 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T12:38:01.087931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b68acb02-1d0f-4bd6-870d-eaff689833e1 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.862699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 198036f5-1e61-4d04-a7f2-9c920f120a87 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.847360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4aa5adef-13b1-4e01-bc75-b7beaf657548 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T12:38:01.112140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b704eed2-aa2c-4315-9424-122cd814e640 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.820231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 02c37f5e-d032-4f19-84d0-799da7bbb96a · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.804063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6654c2c4-72a3-4a9b-86fe-75aa44ab9e6c · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.788461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4bd118c3-7069-491d-8d3e-b0f35fc8b6ad · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

LLM-Sketch: Enhancing Network Sketches with LLM BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T12:38:01.133536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2749742-9b85-4b49-89b3-efb10f6e6807 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.772640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a90e3e85-a66e-4dd7-a023-519f1ad08db1 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.756807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8a5cad42-f647-41b0-890b-2826ecb4b8ad · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T12:38:01.147907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d49096bd-b930-4f55-ba77-28e85a063569 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.730782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1067c0bf-02bd-4287-8366-0f83f3ab0cb7 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

LLM-Sketch: Enhancing Network Sketches with LLM LoRA: Low-Rank Adaptation of Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T12:38:01.156943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87a9ba54-eae8-48f8-a009-935d2ff80c57 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.715650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9fcd46ba-5437-4385-898e-08d661e7bfda · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.700114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3c07429b-dcb8-497b-8b9b-b1b30a06f208 · outbound

This paper cites ALBERT: A Lite BERT for Self-supervised Learning of Language Representations.

LLM-Sketch: Enhancing Network Sketches with LLM ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T12:38:01.171033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf014aba-9cb7-49f0-915c-d438ef29dd84 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.684576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 78b4c827-defe-4795-8106-4e719359f0e0 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.668499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1becc6cf-ddcc-4c6d-a931-371b82f3cc71 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.653506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 975934b0-8dfe-4abb-96b7-f062c4739e2a · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.637260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a311cd45-0129-4d53-9806-421b45df02ac · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.620826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7af5d9cd-d625-4e57-a6e6-0059388f69dd · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

LLM-Sketch: Enhancing Network Sketches with LLM DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T12:38:01.199850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75a09d61-055a-429c-a607-30b873d0f393 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.605189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4051d414-78c8-42b8-8cf6-d217142020e7 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.590106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1e94b914-b0da-4542-a1b0-67b7a7a709ac · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

LLM-Sketch: Enhancing Network Sketches with LLM Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T12:38:01.214183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a87bd99-0b75-4c12-a39f-1c582187b07f · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.574580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e3e13f00-921c-4760-80aa-931fcaf89a00 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T12:38:01.228621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b36481ae-c53b-45de-8e3d-a7af071e2830 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.532673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7eaa2add-63f1-4a39-9573-b92b697b01d4 · outbound

This paper cites 2023.{AAsclepius}: Monitoring, Diagnosing, and Detouring at the Internet Peering Edge.

LLM-Sketch: Enhancing Network Sketches with LLM 2023.{AAsclepius}: Monitoring, Diagnosing, and Detouring at the Internet Peering Edge

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:01.517235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0d9ec2a7-6c8c-4efc-82fb-3284b51e4d4c · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.500078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c6815e9c-d7bc-4bc1-a115-08fd6c9ebc09 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

LLM-Sketch: Enhancing Network Sketches with LLM RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T12:38:01.247495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afa2b18a-308d-4143-bcce-be814f89f213 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.483028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9eabec36-7ada-482d-a5ca-c01bd7b40f73 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.467089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b3707d21-a26c-472e-a9e5-e32b896be18c · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.451348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e5edfece-dc85-492e-a54e-cfa5f338641b · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.435894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 27837283-f6e7-45e9-88e7-87e78596d3e9 · outbound

This paper cites an unresolved cited work.

LLM-Sketch: Enhancing Network Sketches with LLM Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:38:01.418832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e8e569c4-e0fb-4c34-901f-115d24f5c819 · outbound

This paper cites In Proceedings of the Conference of the ACM Special Interest Group on Data Communication.

LLM-Sketch: Enhancing Network Sketches with LLM In Proceedings of the Conference of the ACM Special Interest Group on Data Communication

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:01.878483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6c2e9d92-334c-48d3-810c-115a5d1806f9 · outbound

This paper cites IEEE Trans.

LLM-Sketch: Enhancing Network Sketches with LLM IEEE Trans

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:38:01.559351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation c3b9a7ee-bf91-4364-bfe1-1c59338d73b8 · inbound

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting cites this paper.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting LLM-Sketch: Enhancing Network Sketches with LLM

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:02.561659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9a3ca1d-186a-4e64-b267-718230e0fe17 · inbound

OmniPlan: An Adaptive Framework for Timely and Near-Optimal Network Planning Optimization cites this paper.

OmniPlan: An Adaptive Framework for Timely and Near-Optimal Network Planning Optimization LLM-Sketch: Enhancing Network Sketches with LLM

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:39:03.874221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.