Triple
T16740226
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyundai Motor Manufacturing Czech |
E406814
|
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 Czech, 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 Czech, 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 Transys
Hyundai Transys is a South Korean automotive parts manufacturer specializing in transmissions and seating systems as a core affiliate of Hyundai Motor Group.
-
D.
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.
-
E.
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.
- 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_6a00a51c5c388190a88f8bd67dbac82e |
completed | May 10, 2026, 3:32 p.m. |
Created at: April 10, 2026, 5:20 a.m.