Triple

T22181563
Position Surface form Disambiguated ID Type / Status
Subject Defense Acquisition Program Administration E548180 entity
Predicate replaces P101 FINISHED
Object Defense Procurement Agency (South Korea) — NE NERFINISHED

How this triple was built (3 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: Defense Procurement Agency (South Korea) | Statement: [Defense Acquisition Program Administration, replaces, Defense Procurement Agency (South Korea)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Defense Procurement Agency (South Korea)
Context triple: [Defense Acquisition Program Administration, replaces, Defense Procurement Agency (South Korea)]
  • A. Republic of Korea Ministry of National Defense
    The Republic of Korea Ministry of National Defense is the South Korean government ministry responsible for formulating and executing national defense policy and overseeing the country’s armed forces.
  • B. Agency for Defense Development
    The Agency for Defense Development is South Korea’s national defense research organization responsible for developing advanced military technologies and weapons systems.
  • C. Ministry of Defence of the DPRK
    The Ministry of Defence of the DPRK is North Korea’s central government body responsible for directing and administering the country’s armed forces and overall military policy.
  • D. Republic of Korea Army Training and Doctrine Command
    The Republic of Korea Army Training and Doctrine Command is the South Korean Army’s central authority responsible for developing military doctrine, overseeing training systems, and shaping education for army personnel.
  • E. Republic of Korea Joint Chiefs of Staff
    The Republic of Korea Joint Chiefs of Staff is South Korea’s top military command authority responsible for operational control, coordination, and strategic planning of the nation’s armed forces.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Defense Procurement Agency (South Korea)
Target entity description: The Defense Procurement Agency (South Korea) was the former government body responsible for managing and overseeing the acquisition of military equipment and defense materials for the South Korean armed forces.
  • A. Republic of Korea Ministry of National Defense
    The Republic of Korea Ministry of National Defense is the South Korean government ministry responsible for formulating and executing national defense policy and overseeing the country’s armed forces.
  • B. Agency for Defense Development
    The Agency for Defense Development is South Korea’s national defense research organization responsible for developing advanced military technologies and weapons systems.
  • C. Ministry of Defence of the DPRK
    The Ministry of Defence of the DPRK is North Korea’s central government body responsible for directing and administering the country’s armed forces and overall military policy.
  • D. Republic of Korea Army Training and Doctrine Command
    The Republic of Korea Army Training and Doctrine Command is the South Korean Army’s central authority responsible for developing military doctrine, overseeing training systems, and shaping education for army personnel.
  • E. Republic of Korea Joint Chiefs of Staff
    The Republic of Korea Joint Chiefs of Staff is South Korea’s top military command authority responsible for operational control, coordination, and strategic planning of the nation’s armed forces.
  • F. None of above. chosen

Provenance (2 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_69e11e3d53f88190a2b690e3f25bb062 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12aa5998081909ff35f8b5df4f92f completed April 28, 2026, 9:46 p.m.
Created at: April 16, 2026, 8:35 p.m.