Triple

T22181530
Position Surface form Disambiguated ID Type / Status
Subject Agency for Defense Development E548179 entity
Predicate notableProject P4 FINISHED
Object Hyunmoo ballistic missile series
The Hyunmoo ballistic missile series is South Korea’s indigenous family of short- and medium-range ballistic missiles developed to enhance the country’s strategic deterrence and precision strike capabilities.
E1522684 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: Hyunmoo ballistic missile series | Statement: [Agency for Defense Development, notableProject, Hyunmoo ballistic missile series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hyunmoo ballistic missile series
Context triple: [Agency for Defense Development, notableProject, Hyunmoo ballistic missile series]
  • 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. Hwasong-17
    Hwasong-17 is a North Korean intercontinental ballistic missile believed to be one of the largest road-mobile ICBMs in the world, capable of carrying multiple nuclear warheads.
  • 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. Hwasong-15
    Hwasong-15 is a North Korean intercontinental ballistic missile (ICBM) believed capable of reaching much of the continental United States with a nuclear warhead.
  • E. Silkworm missile
    The Silkworm missile is a Chinese-built, ship- and shore-launched anti-ship cruise missile that gained notoriety for its use against Gulf shipping during the 1980s Iran–Iraq conflict.
  • 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: Hyunmoo ballistic missile series
Triple: [Agency for Defense Development, notableProject, Hyunmoo ballistic missile series]
Generated description
The Hyunmoo ballistic missile series is South Korea’s indigenous family of short- and medium-range ballistic missiles developed to enhance the country’s strategic deterrence and precision strike capabilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hyunmoo ballistic missile series
Target entity description: The Hyunmoo ballistic missile series is South Korea’s indigenous family of short- and medium-range ballistic missiles developed to enhance the country’s strategic deterrence and precision strike capabilities.
  • 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. Hwasong-17
    Hwasong-17 is a North Korean intercontinental ballistic missile believed to be one of the largest road-mobile ICBMs in the world, capable of carrying multiple nuclear warheads.
  • 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. Hwasong-15
    Hwasong-15 is a North Korean intercontinental ballistic missile (ICBM) believed capable of reaching much of the continental United States with a nuclear warhead.
  • E. Silkworm missile
    The Silkworm missile is a Chinese-built, ship- and shore-launched anti-ship cruise missile that gained notoriety for its use against Gulf shipping during the 1980s Iran–Iraq conflict.
  • 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_69e11e3d53f88190a2b690e3f25bb062 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12aa5998081909ff35f8b5df4f92f completed April 28, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a9ecaeb9481909ec0ddab80a4b6cb completed May 18, 2026, 5:08 a.m.
NEDg Description generation batch_6a0aa0066d0481909872d8e1dbbe2fcf completed May 18, 2026, 5:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa07acd5c8190bc73cc1d8897fa01 completed May 18, 2026, 5:15 a.m.
Created at: April 16, 2026, 8:35 p.m.