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Paper Citation Record · LEDGER

Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2401.15127.

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

pith.paper-citation-record.v1
2401.15127 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:28:59.516329Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T10:37:16.663265Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 3efe435d-ade1-4e17-aa33-47775d718fb2 · inbound

Efficient Learning Content Retrieval with Knowledge Injection cites this paper.

Efficient Learning Content Retrieval with Knowledge Injection Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-12T10:37:16.668917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T10:37:16.324639Z digest=sha256:3f4748e735ca87ce0074da6f77fdb3f017c49d90066b748b76f97328140eb5e1

Observation be14094a-561f-4071-ae33-5c607131bea0 · inbound

Forewarned is Forearmed: A Survey on Large Language Model-based Agents in Autonomous Cyberattacks cites this paper.

Forewarned is Forearmed: A Survey on Large Language Model-based Agents in Autonomous Cyberattacks Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness

Reference 167

Resolution
unresolved
no resolver link, observed 2026-08-15T20:28:59.516329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:28:59.516329Z digest=sha256:ce6f4f44d4cc274f453045f6aabc4dfa1b9849ad59b86196f9ef3589e3a47195