Triple

T5819852
Position Surface form Disambiguated ID Type / Status
Subject K9 Vajra-T E129079 entity
Predicate industrialPartner P282 FINISHED
Object Hanwha Defense E548181 NE FINISHED

How this triple was built (3 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: Hanwha Defense | Statement: [K9 Vajra-T, industrialPartner, Hanwha Defense]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hanwha Defense
Context triple: [K9 Vajra-T, industrialPartner, Hanwha Defense]
  • A. Hanwha Defense chosen
    Hanwha Defense is a South Korean defense company specializing in the development and production of advanced military systems, including artillery, armored vehicles, and air defense solutions.
  • B. Hanwha Aerospace
    Hanwha Aerospace is a South Korean defense and aerospace company known for producing advanced military systems and components for global markets.
  • C. Hanwha Group
    Hanwha Group is a major South Korean conglomerate with diversified businesses spanning chemicals, energy, defense, finance, and construction.
  • D. Korea Aerospace Industries
    Korea Aerospace Industries is South Korea’s leading aerospace and defense company, known for developing and producing military aircraft, helicopters, and space systems.
  • E. Hanwha Systems
    Hanwha Systems is a South Korean defense and ICT company specializing in advanced electronics, surveillance, and information systems solutions.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: industrialPartner
Context triple: [K9 Vajra-T, industrialPartner, Hanwha Defense]
  • A. cooperationPartner
    Indicates that two entities are engaged in a collaborative relationship, working together toward shared goals or mutual benefit.
  • B. fabricationPartner
    Indicates a relationship where one entity serves as a manufacturing or production collaborator responsible for fabricating another entity’s designs, components, or products.
  • C. businessPartner chosen
    Indicates a formal collaborative relationship between two entities that work together in a business context, typically sharing responsibilities, risks, or benefits.
  • D. projectPartners
    Indicates that two or more entities collaborate together as partners on the same project.
  • E. procurementPartner
    Indicates that one entity serves as a supplier or provider responsible for acquiring goods or services on behalf of another entity.
  • F. None of above.

Provenance (4 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_69c0084869e881908d7859492183ca7b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0400f1af881908d376ea4793f6dea completed March 22, 2026, 7:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b0e20c208190b861fa8066852efc completed March 23, 2026, 3:17 a.m.
PD Predicate disambiguation batch_69c0333fdd7081908d829265caa2ac11 completed March 22, 2026, 6:21 p.m.
Created at: March 22, 2026, 3:53 p.m.