Triple

T15859238
Position Surface form Disambiguated ID Type / Status
Subject Northwest Islands of South Korea E384537 entity
Predicate facesThreatFrom P73999 FINISHED
Object North Korean artillery
North Korean artillery refers to the extensive network of tube and rocket artillery systems deployed by North Korea, capable of delivering large-scale, long-range bombardments—especially against nearby South Korean targets.
E1180009 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: North Korean artillery | Statement: [Northwest Islands of South Korea, facesThreatFrom, North Korean artillery]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Korean artillery
Context triple: [Northwest Islands of South Korea, facesThreatFrom, North Korean artillery]
  • 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. Songun
    Songun is North Korea’s military-first political ideology that prioritizes the Korean People’s Army as the central force of the state and society.
  • C. North Korean military policy
    North Korean military policy is a state doctrine that prioritizes the armed forces at the center of politics, resource allocation, and national identity, underpinning the regime’s security and governance strategies.
  • D. 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.
  • E. Strategic Force of the Korean People's Army
    The Strategic Force of the Korean People's Army is North Korea's military branch responsible for operating its ballistic missile and strategic rocket 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: North Korean artillery
Triple: [Northwest Islands of South Korea, facesThreatFrom, North Korean artillery]
Generated description
North Korean artillery refers to the extensive network of tube and rocket artillery systems deployed by North Korea, capable of delivering large-scale, long-range bombardments—especially against nearby South Korean targets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Korean artillery
Target entity description: North Korean artillery refers to the extensive network of tube and rocket artillery systems deployed by North Korea, capable of delivering large-scale, long-range bombardments—especially against nearby South Korean targets.
  • 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. Songun
    Songun is North Korea’s military-first political ideology that prioritizes the Korean People’s Army as the central force of the state and society.
  • C. North Korean military policy
    North Korean military policy is a state doctrine that prioritizes the armed forces at the center of politics, resource allocation, and national identity, underpinning the regime’s security and governance strategies.
  • D. 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.
  • E. Strategic Force of the Korean People's Army
    The Strategic Force of the Korean People's Army is North Korea's military branch responsible for operating its ballistic missile and strategic rocket 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_69d86da422088190aac39e32e6c68429 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1555a1f008190bb3f03b0f35ed8a4 completed April 16, 2026, 9:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa14da7ac8190bbef49a1602a76fe completed May 9, 2026, 9:04 p.m.
NEDg Description generation batch_69ffa41b33cc819096553ee33b144d36 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa4a168108190b6edf41830aa4cd0 completed May 9, 2026, 9:18 p.m.
Created at: April 10, 2026, 4:50 a.m.