Triple

T22181059
Position Surface form Disambiguated ID Type / Status
Subject Hanwha Defense (integrated business) E548167 entity
Predicate product P490 FINISHED
Object Chunmoo multiple launch rocket system
The Chunmoo multiple launch rocket system is a South Korean modular, truck-mounted artillery rocket platform capable of firing various calibers of guided and unguided rockets for long-range precision strikes.
E1522678 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: Chunmoo multiple launch rocket system | Statement: [Hanwha Defense (integrated business), product, Chunmoo multiple launch rocket system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chunmoo multiple launch rocket system
Context triple: [Hanwha Defense (integrated business), product, Chunmoo multiple launch rocket system]
  • A. High Mobility Artillery Rocket System
    The High Mobility Artillery Rocket System (HIMARS) is a lightweight, truck-mounted multiple rocket launcher designed to rapidly deliver precise long-range fire support for modern ground forces.
  • B. SM-6 missile
    The SM-6 missile is a U.S. Navy long-range, multi-mission surface-to-air missile designed for air defense, ballistic missile defense, and anti-ship roles.
  • 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-1 missile
    The R-1 missile was an early Soviet short-range ballistic missile closely based on the German V-2, marking the USSR’s first significant step into rocket and missile technology.
  • E. UR-100 missile family
    The UR-100 missile family is a series of Soviet/Russian intercontinental ballistic missiles developed during the Cold War as part of the country’s strategic nuclear deterrent forces.
  • 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: Chunmoo multiple launch rocket system
Triple: [Hanwha Defense (integrated business), product, Chunmoo multiple launch rocket system]
Generated description
The Chunmoo multiple launch rocket system is a South Korean modular, truck-mounted artillery rocket platform capable of firing various calibers of guided and unguided rockets for long-range precision strikes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chunmoo multiple launch rocket system
Target entity description: The Chunmoo multiple launch rocket system is a South Korean modular, truck-mounted artillery rocket platform capable of firing various calibers of guided and unguided rockets for long-range precision strikes.
  • A. High Mobility Artillery Rocket System
    The High Mobility Artillery Rocket System (HIMARS) is a lightweight, truck-mounted multiple rocket launcher designed to rapidly deliver precise long-range fire support for modern ground forces.
  • B. SM-6 missile
    The SM-6 missile is a U.S. Navy long-range, multi-mission surface-to-air missile designed for air defense, ballistic missile defense, and anti-ship roles.
  • 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-1 missile
    The R-1 missile was an early Soviet short-range ballistic missile closely based on the German V-2, marking the USSR’s first significant step into rocket and missile technology.
  • E. UR-100 missile family
    The UR-100 missile family is a series of Soviet/Russian intercontinental ballistic missiles developed during the Cold War as part of the country’s strategic nuclear deterrent forces.
  • 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_69f12aa4d4ac8190922b919c15623963 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.