Triple

T15944467
Position Surface form Disambiguated ID Type / Status
Subject North Korean Hwasong missile family E386648 entity
Predicate includesVariant P455 FINISHED
Object Hwasong-9 (KN-02, Toksa)
Hwasong-9 (KN-02, Toksa) is a short-range, solid-fueled North Korean ballistic missile believed to be based on the Soviet OTR-21 Tochka system.
E1185196 NE FINISHED

How this triple was built (4 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: Hwasong-9 (KN-02, Toksa) | Statement: [North Korean Hwasong missile family, includesVariant, Hwasong-9 (KN-02, Toksa)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hwasong-9 (KN-02, Toksa)
Context triple: [North Korean Hwasong missile family, includesVariant, Hwasong-9 (KN-02, Toksa)]
  • A. North Korean Hwasong missile family
    The North Korean Hwasong missile family is a series of domestically developed ballistic missiles of varying ranges that form the core of North Korea’s strategic and tactical missile arsenal.
  • B. R-9 missile
    The R-9 missile was a Soviet intercontinental ballistic missile of the early Cold War era, designed to deliver nuclear warheads over long distances as part of the USSR's strategic deterrent forces.
  • C. R-98 missiles
    The R-98 is a Soviet medium-range air-to-air missile, developed for interceptor aircraft to engage enemy bombers and other aerial targets.
  • D. KJ-2000
    The KJ-2000 is a Chinese airborne early warning and control (AEW&C) aircraft based on the Il-76 airframe, equipped with a large phased-array radar for long-range airspace surveillance and battle management.
  • E. Type 99 self-propelled howitzer
    The Type 99 self-propelled howitzer is a modern Japanese 155 mm tracked artillery system designed to provide long-range, high-mobility fire support for the Japan Ground Self-Defense Force.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Hwasong-9 (KN-02, Toksa)
Triple: [North Korean Hwasong missile family, includesVariant, Hwasong-9 (KN-02, Toksa)]
Generated description
Hwasong-9 (KN-02, Toksa) is a short-range, solid-fueled North Korean ballistic missile believed to be based on the Soviet OTR-21 Tochka system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hwasong-9 (KN-02, Toksa)
Target entity description: Hwasong-9 (KN-02, Toksa) is a short-range, solid-fueled North Korean ballistic missile believed to be based on the Soviet OTR-21 Tochka system.
  • A. North Korean Hwasong missile family
    The North Korean Hwasong missile family is a series of domestically developed ballistic missiles of varying ranges that form the core of North Korea’s strategic and tactical missile arsenal.
  • B. R-9 missile
    The R-9 missile was a Soviet intercontinental ballistic missile of the early Cold War era, designed to deliver nuclear warheads over long distances as part of the USSR's strategic deterrent forces.
  • C. R-98 missiles
    The R-98 is a Soviet medium-range air-to-air missile, developed for interceptor aircraft to engage enemy bombers and other aerial targets.
  • D. KJ-2000
    The KJ-2000 is a Chinese airborne early warning and control (AEW&C) aircraft based on the Il-76 airframe, equipped with a large phased-array radar for long-range airspace surveillance and battle management.
  • E. Type 99 self-propelled howitzer
    The Type 99 self-propelled howitzer is a modern Japanese 155 mm tracked artillery system designed to provide long-range, high-mobility fire support for the Japan Ground Self-Defense Force.
  • F. None of above. chosen

Provenance (5 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156d016588190ae368197dfa7d43a completed April 16, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb5beabbc8190977f14c1b3ccdf29 completed May 9, 2026, 10:31 p.m.
NEDg Description generation batch_69ffb677927c8190bd45e7bae5fcf1ed completed May 9, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69ffb7468fb88190a56cf1df5bd20f63 completed May 9, 2026, 10:37 p.m.
Created at: April 10, 2026, 4:53 a.m.