Triple

T16230029
Position Surface form Disambiguated ID Type / Status
Subject Republic of Korea military units E393952 entity
Predicate standardEquipmentOrigin P51058 FINISHED
Object United States defense industry E649413 NE FINISHED

How this triple was built (2 steps)

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.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: United States defense industry | Statement: [Republic of Korea military units, standardEquipmentOrigin, United States defense industry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United States defense industry
Context triple: [Republic of Korea military units, standardEquipmentOrigin, United States defense industry]
  • A. United States defense companies
    United States defense companies are major global arms manufacturers and technology firms that develop and supply advanced military equipment, systems, and services to the U.S. government and allied nations.
  • B. NATO defense industries
    NATO defense industries comprise the network of defense contractors and manufacturers within NATO member states that develop and produce military equipment, technologies, and services to support the alliance’s collective security and defense objectives.
  • C. U.S. defense industrial base chosen
    The U.S. defense industrial base is the nationwide network of companies, facilities, and workers that design, produce, and maintain military equipment and technologies for the United States armed forces.
  • D. military–industrial complex
    The military–industrial complex is the network of relationships between a nation's armed forces, government, and defense industries that drives and benefits from sustained military spending and arms production.
  • E. Aerospace & Defense
    Aerospace & Defense is an industry focused on the research, design, manufacture, and support of aircraft, spacecraft, and military systems and technologies.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

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_69d87f204df88190a8f88923decf9835 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e23d29438c81909aa2724cc47bb959 completed April 17, 2026, 2:01 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00079e83f08190a260751fd8b55eef completed May 10, 2026, 4:20 a.m.
Created at: April 10, 2026, 5:03 a.m.