Triple

T22181616
Position Surface form Disambiguated ID Type / Status
Subject Hanwha Defense E548181 entity
Predicate product P490 FINISHED
Object Chunma (K-SAM) air defense system — 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: Chunma (K-SAM) air defense system | Statement: [Hanwha Defense, product, Chunma (K-SAM) air defense system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chunma (K-SAM) air defense system
Context triple: [Hanwha Defense, product, Chunma (K-SAM) air defense system]
  • A. Biho air defense system
    The Biho air defense system is a South Korean self-propelled anti-aircraft weapon platform combining rapid-fire guns and missiles to defend against low-flying aircraft and helicopters.
  • B. CA-95 air defense system
    The CA-95 air defense system is a Romanian short-range, mobile, surface-to-air missile platform designed to protect ground forces and key installations from low-flying aircraft and helicopters.
  • C. K-SAAM (Korean Surface-to-Air Anti-Missile)
    K-SAAM (Korean Surface-to-Air Anti-Missile) is a South Korean naval air-defense missile system designed to intercept and destroy incoming anti-ship missiles and hostile aircraft.
  • D. SAGE air defense system
    The SAGE air defense system was a Cold War-era, computer-based network that integrated radar, communications, and interceptor aircraft to provide real-time air defense for North America.
  • E. Osa-M short-range SAM system
    The Osa-M short-range SAM system is a Soviet-era naval surface-to-air missile complex designed to provide warships with close-range air defense against aircraft and incoming missiles.
  • 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: Chunma (K-SAM) air defense system
Target entity description: The Chunma (K-SAM) air defense system is a South Korean self-propelled, short-range surface-to-air missile system designed to protect ground forces and key facilities from low- to medium-altitude aerial threats.
  • A. Biho air defense system
    The Biho air defense system is a South Korean self-propelled anti-aircraft weapon platform combining rapid-fire guns and missiles to defend against low-flying aircraft and helicopters.
  • B. CA-95 air defense system
    The CA-95 air defense system is a Romanian short-range, mobile, surface-to-air missile platform designed to protect ground forces and key installations from low-flying aircraft and helicopters.
  • C. K-SAAM (Korean Surface-to-Air Anti-Missile)
    K-SAAM (Korean Surface-to-Air Anti-Missile) is a South Korean naval air-defense missile system designed to intercept and destroy incoming anti-ship missiles and hostile aircraft.
  • D. SAGE air defense system
    The SAGE air defense system was a Cold War-era, computer-based network that integrated radar, communications, and interceptor aircraft to provide real-time air defense for North America.
  • E. Osa-M short-range SAM system
    The Osa-M short-range SAM system is a Soviet-era naval surface-to-air missile complex designed to provide warships with close-range air defense against aircraft and incoming missiles.
  • 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.