Triple

T15944474
Position Surface form Disambiguated ID Type / Status
Subject North Korean Hwasong missile family E386648 entity
Predicate includesVariant P455 FINISHED
Object Hwasong-16 (often designated Hwasong-16 or KN-27 by analysts)
Hwasong-16 (KN-27) is a North Korean intercontinental ballistic missile believed to be a large, road-mobile system capable of carrying multiple nuclear warheads over long ranges.
E386648 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-16 (often designated Hwasong-16 or KN-27 by analysts) | Statement: [North Korean Hwasong missile family, includesVariant, Hwasong-16 (often designated Hwasong-16 or KN-27 by analysts)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hwasong-16 (often designated Hwasong-16 or KN-27 by analysts)
Context triple: [North Korean Hwasong missile family, includesVariant, Hwasong-16 (often designated Hwasong-16 or KN-27 by analysts)]
  • 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. DF-16 short-range ballistic missile
    The DF-16 is a modern Chinese road-mobile, solid-fueled short-range ballistic missile designed for precision conventional strikes against regional targets, including in the Western Pacific.
  • C. R-2 missile
    The R-2 missile was an early Soviet short-range ballistic missile, an improved derivative of the German V-2, used primarily for military purposes and high-altitude research in the early Cold War period.
  • D. R-26 missile program
    The R-26 missile program was a Soviet intercontinental ballistic missile development effort during the Cold War aimed at advancing the USSR's strategic nuclear capabilities.
  • E. K-1 launch vehicle
    The K-1 launch vehicle was a proposed fully reusable, two-stage commercial rocket designed by Rocketplane Kistler for low-cost access to low Earth orbit.
  • 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-16 (often designated Hwasong-16 or KN-27 by analysts)
Triple: [North Korean Hwasong missile family, includesVariant, Hwasong-16 (often designated Hwasong-16 or KN-27 by analysts)]
Generated description
Hwasong-16 (KN-27) is a North Korean intercontinental ballistic missile believed to be a large, road-mobile system capable of carrying multiple nuclear warheads over long ranges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hwasong-16 (often designated Hwasong-16 or KN-27 by analysts)
Target entity description: Hwasong-16 (KN-27) is a North Korean intercontinental ballistic missile believed to be a large, road-mobile system capable of carrying multiple nuclear warheads over long ranges.
  • A. North Korean Hwasong missile family chosen
    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. DF-16 short-range ballistic missile
    The DF-16 is a modern Chinese road-mobile, solid-fueled short-range ballistic missile designed for precision conventional strikes against regional targets, including in the Western Pacific.
  • C. R-2 missile
    The R-2 missile was an early Soviet short-range ballistic missile, an improved derivative of the German V-2, used primarily for military purposes and high-altitude research in the early Cold War period.
  • D. R-26 missile program
    The R-26 missile program was a Soviet intercontinental ballistic missile development effort during the Cold War aimed at advancing the USSR's strategic nuclear capabilities.
  • E. K-1 launch vehicle
    The K-1 launch vehicle was a proposed fully reusable, two-stage commercial rocket designed by Rocketplane Kistler for low-cost access to low Earth orbit.
  • F. None of above.

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.