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Paper Citation Record · LEDGER

Towards Log Analysis with AI Agents: Cowrie Case Study

As of 11 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 0 inbound Pith citation observations for arXiv:2509.05306.

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

pith.paper-citation-record.v1
2509.05306 v1

Coverage vector

measured 7 of 7 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:18:04.860666Z

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

7 of 7 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 54fec0ac-6b24-4ef5-9f49-85cf59ecd487 · outbound

This paper cites (2011, April).

Towards Log Analysis with AI Agents: Cowrie Case Study (2011, April)

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:18:06.057150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-05T17:18:04.314410Z digest=sha256:e658248e7b99a695197caf3c95e9a97b5ca64907035e7d0b87cdfe0c3778e05d

Observation ebb94b23-1686-4767-b14c-1859a2e09636 · outbound

This paper cites an unresolved cited work.

Towards Log Analysis with AI Agents: Cowrie Case Study Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:18:05.891950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-05T17:18:04.378158Z digest=sha256:12822ca1aa2862e05e814e6b6829abaf4120032d782ab499b95d94ab3a102305

Observation aede1720-033f-4df8-8a4a-536e1f3e60bb · outbound

This paper cites (2015, September).

Towards Log Analysis with AI Agents: Cowrie Case Study (2015, September)

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:18:05.710142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-05T17:18:04.487921Z digest=sha256:2281b984556d3427982c4f16345cbcea65129735507fdb5f3cfcda302a453ee7

Observation 4831e886-86f9-4083-8ba5-24b2ef597499 · outbound

This paper cites AI Agents: Evolution, Architecture, and Real-World Applications.

Towards Log Analysis with AI Agents: Cowrie Case Study AI Agents: Evolution, Architecture, and Real-World Applications

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T17:18:04.567818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T17:18:04.567818Z digest=sha256:815e73fb5e4c7d465b2417dccc21a84512212bb9e276e4a8cfe18409e603a0a6

Observation 25e1b345-becc-426e-9779-cb6514332972 · outbound

This paper cites an unresolved cited work.

Towards Log Analysis with AI Agents: Cowrie Case Study Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:18:05.498482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-05T17:18:04.680391Z digest=sha256:fed88e2456f69e8cdefa851dcbbb8e4ecdf90cfd35dcb63dc30603a8e907a336

Observation 72d7372d-0408-4140-a803-7d979f4d19cf · outbound

This paper cites (2023, October 15).

Towards Log Analysis with AI Agents: Cowrie Case Study (2023, October 15)

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:18:05.308695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-05T17:18:04.756701Z digest=sha256:b28dfdd842476b64fcf327476e2419cd1942f9b3254c4b5a26551fdde6d876c6

Observation bb4e8db8-e926-494c-9f30-1c30592b9b4d · outbound

This paper cites Kopka and P.

Towards Log Analysis with AI Agents: Cowrie Case Study Kopka and P

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:18:05.099301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-05T17:18:04.860666Z digest=sha256:c9ed44dd560ea965ded71d3eb66297d3047e74fcf699ab9143d2e458c438d0ea

Pith citing papers

No inbound Pith citation observations are available.