Triple

T15944477
Position Surface form Disambiguated ID Type / Status
Subject North Korean Hwasong missile family E386648 entity
Predicate includesVariant P455 FINISHED
Object Pukguksong SLBM series (sometimes grouped as related family)
The Pukguksong SLBM series is a line of North Korean solid-fueled, submarine-launched ballistic missiles designed to enhance the country’s second-strike nuclear capability and extend the reach of its strategic deterrent.
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: Pukguksong SLBM series (sometimes grouped as related family) | Statement: [North Korean Hwasong missile family, includesVariant, Pukguksong SLBM series (sometimes grouped as related family)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pukguksong SLBM series (sometimes grouped as related family)
Context triple: [North Korean Hwasong missile family, includesVariant, Pukguksong SLBM series (sometimes grouped as related family)]
  • A. SLBM
    An SLBM (Submarine-Launched Ballistic Missile) is a long-range, nuclear-capable ballistic missile designed to be fired from submarines as a key component of a nation's strategic deterrent.
  • B. 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.
  • C. Agni series of ballistic missiles
    The Agni series of ballistic missiles is a family of Indian nuclear-capable, long-range surface-to-surface missiles that form a key component of India’s strategic deterrence arsenal.
  • D. R-31 submarine-launched ballistic missile program
    The R-31 submarine-launched ballistic missile program was a Soviet-era naval strategic weapons initiative focused on developing and deploying solid-fueled ballistic missiles for submarines.
  • E. K-4 SLBM
    The K-4 SLBM is an Indian nuclear-capable submarine-launched ballistic missile designed to provide second-strike capability from the country’s ballistic missile submarines.
  • 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: Pukguksong SLBM series (sometimes grouped as related family)
Triple: [North Korean Hwasong missile family, includesVariant, Pukguksong SLBM series (sometimes grouped as related family)]
Generated description
The Pukguksong SLBM series is a line of North Korean solid-fueled, submarine-launched ballistic missiles designed to enhance the country’s second-strike nuclear capability and extend the reach of its strategic deterrent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pukguksong SLBM series (sometimes grouped as related family)
Target entity description: The Pukguksong SLBM series is a line of North Korean solid-fueled, submarine-launched ballistic missiles designed to enhance the country’s second-strike nuclear capability and extend the reach of its strategic deterrent.
  • A. SLBM
    An SLBM (Submarine-Launched Ballistic Missile) is a long-range, nuclear-capable ballistic missile designed to be fired from submarines as a key component of a nation's strategic deterrent.
  • B. 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.
  • C. Agni series of ballistic missiles
    The Agni series of ballistic missiles is a family of Indian nuclear-capable, long-range surface-to-surface missiles that form a key component of India’s strategic deterrence arsenal.
  • D. R-31 submarine-launched ballistic missile program
    The R-31 submarine-launched ballistic missile program was a Soviet-era naval strategic weapons initiative focused on developing and deploying solid-fueled ballistic missiles for submarines.
  • E. K-4 SLBM
    The K-4 SLBM is an Indian nuclear-capable submarine-launched ballistic missile designed to provide second-strike capability from the country’s ballistic missile submarines.
  • 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.