Triple

T16740188
Position Surface form Disambiguated ID Type / Status
Subject Hyundai Motor Manufacturing Alabama E406813 entity
Predicate usesProductionSystem P10569 FINISHED
Object Hyundai production system E1229097 NE FINISHED

How this triple was built (2 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: Hyundai production system | Statement: [Hyundai Motor Manufacturing Alabama, usesProductionSystem, Hyundai production system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hyundai production system
Context triple: [Hyundai Motor Manufacturing Alabama, usesProductionSystem, Hyundai production system]
  • A. Hyundai Motor Company production network chosen
    The Hyundai Motor Company production network is the global system of manufacturing plants, facilities, and operations through which Hyundai designs, produces, and assembles its vehicles.
  • B. Volkswagen Group production system
    The Volkswagen Group production system is the standardized manufacturing and management framework used across Volkswagen’s global plants to optimize efficiency, quality, and flexibility in vehicle production.
  • C. Hyundai Precision & Industries
    Hyundai Precision & Industries is a South Korean defense and heavy industrial company known for developing and manufacturing armored vehicles and military equipment.
  • D. Toyota Production System
    The Toyota Production System is a pioneering lean manufacturing methodology that emphasizes waste reduction, continuous improvement (kaizen), and just-in-time production to maximize efficiency and quality.
  • E. Hyundai Electric & Energy Systems
    Hyundai Electric & Energy Systems is a South Korean company specializing in electrical equipment and energy solutions, including power systems, transformers, and industrial automation technologies.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d8838ffb088190a0b11149929006bf completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e39c3d4fa48190b0db8f10a39d3ad8 completed April 18, 2026, 2:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d50df9c81909452f330eb4336e4 completed May 10, 2026, 2:59 p.m.
Created at: April 10, 2026, 5:20 a.m.