Triple

T11605066
Position Surface form Disambiguated ID Type / Status
Subject Kenneth W. Hess E275234 entity
Predicate instanceOf P0 FINISHED
Object safety expert C13668 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: safety expert
Context triple: [Kenneth W. Hess, instanceOf, safety expert]
  • A. safety
    Safety is the condition in which people, systems, or environments are protected from harm, risk, or danger through preventive measures and controls.
  • B. public safety occupation chosen
    A public safety occupation is a role in which individuals work to protect the health, safety, and welfare of the public by preventing, responding to, and mitigating emergencies, hazards, and threats.
  • C. explosives expert
    An explosives expert is a specialist trained to design, handle, deploy, and safely neutralize explosive materials and devices in both operational and controlled environments.
  • D. safety regulation
    A safety regulation is a formal rule or standard established by authorities or organizations to prevent harm, reduce risk, and protect people, property, and the environment in specific activities or industries.
  • E. defense expert
    A defense expert is a specialized professional who provides informed analysis, advice, and testimony on matters related to security, military strategy, defense technologies, and threat assessment.
  • 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_69d6aaf84b548190ac072e4fb89ae18f completed April 8, 2026, 7:22 p.m.
Created at: April 8, 2026, 9:38 p.m.