Triple

T28509271
Position Surface form Disambiguated ID Type / Status
Subject Shodan E721439 entity
Predicate instanceOf P0 FINISHED
Object cybersecurity tool C5181 CONCEPT FINISHED

How this triple was built (1 step)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

CD Concept disambiguation gpt-5-mini-2025-08-07
Target class: cybersecurity tool
Context triple: [Shodan, instanceOf, cybersecurity tool]
  • A. network security tool chosen
    A network security tool is a software or hardware solution that monitors, analyzes, and protects network traffic and resources from unauthorized access, misuse, and cyber threats.
  • B. security auditing tool
    A security auditing tool is a software application that systematically scans, analyzes, and reports on systems, networks, or applications to identify security vulnerabilities, misconfigurations, and compliance issues.
  • C. offensive security tool
    An offensive security tool is a software or hardware solution designed to simulate real-world cyberattacks by identifying, exploiting, and demonstrating vulnerabilities in systems, networks, or applications to improve their overall security posture.
  • D. website security tool
    A website security tool is a software solution that continuously monitors, protects, and hardens websites against vulnerabilities, attacks, and unauthorized access.
  • E. cybersecurity system
    A cybersecurity system is an integrated set of tools, policies, and processes designed to protect digital assets, networks, and data from unauthorized access, attacks, and damage.
  • F. None of above.

Provenance (1 batch)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69f01a5c072081908c7b04bcf6478da9 completed April 28, 2026, 2:24 a.m.
Created at: April 28, 2026, 3:11 a.m.