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Paper Citation Record · LEDGER

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting

As of 15 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2507.01997.

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

pith.paper-citation-record.v1
2507.01997 v2

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:16:03.383532Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

29 of 29 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved25
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c333b95b-d921-4c92-bf1d-9f33dded1a5b · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:07.315509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:01.698302Z digest=sha256:f6692e949c21d8c9d9ffd8162fbfd7f4d16a7f9e9918c435095e9e035a1fed1a

Observation f5366328-dfef-4713-805d-ef9f7d6a3431 · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:07.169460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:01.808816Z digest=sha256:5e7d42fd28ad731fb57cff5176ffa9ebe41b8d50a486190ad10ec3b9240edda3

Observation 735ca9dc-531d-4588-9142-5b3237ca79dd · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:07.056318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:01.889493Z digest=sha256:9a8e47710effa63cfae56b952c49a90e853411dbeb936ed7915e7a2b9d1b04b3

Observation 99484ea1-43b2-4c35-b030-7e4d07b59dd1 · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:06.946164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:02.000229Z digest=sha256:eaeb06de75982b46fe6ff45baab4dac7bc660abdaed9e6375d6526169c8c05db

Observation 097d67ca-dee8-403b-8eb5-41f3e1450ec1 · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:06.829305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:02.091491Z digest=sha256:b132e74f402c63f43d44250e5b2ab3f909b1c45e64d6387d243df283c20ec13b

Observation 195861f7-6b6e-4aae-b02d-0e436a6a3bd4 · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:06.758026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:02.188927Z digest=sha256:aee943a70d60a709012588cd6cf6283ebf929de0ce3a049264b80004199d538e

Observation 232789ea-17a1-4c32-939f-851563482999 · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:06.591858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:02.235939Z digest=sha256:89d15e6d93c7ca9b60e3f6410fd16fa093156a84cd5cc19cadfc279ebe3164a8

Observation c21a2d70-6b74-4038-b593-203bda468451 · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:06.497246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:02.308517Z digest=sha256:5368bb8ebc77fa716b8f149248dde3c118c210557376f2549c2fe7e4742aaa20

Observation 995ee9ae-366d-426a-9718-d529decf2696 · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:06.349951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:02.387807Z digest=sha256:026f31fedc1126e1ff713029633314c9b96fd0ccbe3d48d46e5d358383c36650

Observation a79e6c17-f189-4634-81b7-df4decf8815c · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:06.220826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:02.447987Z digest=sha256:1c888e6b3ab451ea301b2b5bbf6360a4b931186d89b101c6440f28439418fc83

Observation 5740b3fe-675b-41fc-94c4-8d2cd3455621 · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:06.096054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:02.471766Z digest=sha256:a2ef14978a7dd4ca6d7101f1ea4b6f2dfa725e07020c29df890be9da108fb84a

Observation 115c868c-f04c-4f91-a2be-98d9a2262a17 · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T21:16:02.498259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:16:02.498259Z digest=sha256:2d2aaa284ca37347b3196a65474f7d7873d843b0248754f7ee0336f711ab86aa

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

This paper cites LLM-Sketch: Enhancing Network Sketches with LLM.

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.

source=pdf_text observed=2026-08-06T21:16:02.561659Z digest=sha256:8c36672f2465a056c39b9e253e723b7bbe683c5a62a055c6a757f6ae228b0f9b

Observation f7c16133-6183-449a-af4d-ad43b40aa7eb · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:05.932718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:02.664843Z digest=sha256:ad8768e5f9addf7eecfd055e9f6e8cb8284edd72e913c6a1c230721fe6081e9b

Observation e1a703bb-8777-43fa-a019-5623f152008e · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T21:16:02.709932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:16:02.709932Z digest=sha256:a9bc3a1492af7e6dc6584730dafb153fd545a56eb9408e1fc31d6a66f0d47994

Observation ddd05407-2be4-4627-b61c-5c78ee80b560 · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:05.865658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:02.788314Z digest=sha256:739bc8e02d83fbe64b9077768339962d97f06cbb8e91855978a3ae8569e9cfc8

Observation 51a476ff-3c0c-4895-861e-79cfa65fad5b · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:05.568218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:02.877237Z digest=sha256:7cd15d82e088503760af05ccdad4e066ff3283a3375f5b6157b6403b24affc68

Observation c6645b4d-c972-4039-acfd-9ae810e055be · outbound

This paper cites Peuster, H.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Peuster, H

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:16:05.434956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:02.917595Z digest=sha256:a2ddb225985d1f0192c5e262460761ff7cd48531d4769216d8c7e4e9649052d3

Observation 6fceb207-dce0-46fb-8678-cf3677b7beec · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T21:16:02.947345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:16:02.947345Z digest=sha256:8b7f24d28a69c7dddc2d81dfaf87ef2d94546e3907c3771ce5be5c2dee92a70e

Observation 8965dddb-f9a4-4e67-aaf8-ceb31a520ee4 · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:05.170190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:03.041355Z digest=sha256:9c6ce4fab3237f60387c5729741010108c42d116f118d5380e790462b6c85532

Observation 255937ad-ed25-4971-87c7-9a8ad7b3bbd2 · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:05.064323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:03.086556Z digest=sha256:4c0ad97535b72ce9bedb35d3964a4413ddc38838038dd2f59a62f55bb43f4c36

Observation 7a9acc09-9dfb-4385-837f-56676fafcd88 · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:04.898008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:03.123748Z digest=sha256:f4a0644af28cd568d92b59a32065808e18df40a0a62f0fc32b5331864b958af4

Observation 1616cb47-0dbd-4271-a79f-dc5cd223c80e · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:04.680022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:03.160698Z digest=sha256:d3220e88418b3aebaf42e52797fefd71c4653da9b44e8e4ca9061ab2eb4ac26c

Observation ad0a2a6b-553d-4c95-950e-c0a002203b0c · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:04.213521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:03.249804Z digest=sha256:4a05d6595d62017b077d12017248105222291071c77f91d83e9cff152be2694c

Observation 8d8cfe92-118c-43f8-806a-58ac372e0ac5 · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:04.006352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:03.347919Z digest=sha256:2ff1788f550e99f563f5d59ff1d7ffe4370d6f10ab394bd43b0bac105a1c63d1

Observation 6d02f1b7-2562-46e6-b55f-66df4e6a2809 · outbound

This paper cites In 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24).

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting In 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24)

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:16:04.447835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:03.200330Z digest=sha256:017fec12801745661c0ba873d0b4da6107d71037c102ce3bbe40a78c7d1ade4a

Observation 23373459-9fbd-4ca5-bbd1-b23fcead7e07 · outbound

This paper cites an unresolved cited work.

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:16:03.871113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:03.383532Z digest=sha256:56afb23ffcc7f531eefc7f6308be5b863fcd737d0c408649603eb87577706dbe

Observation 17c63580-05b1-4b54-b19e-17598ef5e355 · outbound

This paper cites In 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23).

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting In 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23)

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:16:05.708786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:02.822495Z digest=sha256:47cb704700414cd5e4ea36b5ec55eeb9787333cc93cb049068399b99576ced94

Observation 2db8ecc7-16c2-413b-bacb-9127f0a72e72 · outbound

This paper cites In Proceedings of the 2024 ACM Symposium on Cloud Computing (SoCC ’24).

Towards a Playground to Democratize Experimentation and Benchmarking of AI Agents for Network Troubleshooting In Proceedings of the 2024 ACM Symposium on Cloud Computing (SoCC ’24)

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:16:05.263130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:16:02.973170Z digest=sha256:93a0d7681c4b088e6fc2671fbeff16912fcb96fb6f1c0987341a4e58003d16dd

Pith citing papers

No inbound Pith citation observations are available.