Triple
T5302947
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New United Motor Manufacturing, Inc. |
E120026
|
entity |
| Predicate | usedManufacturingSystem |
P61118
|
FINISHED |
| Object | Toyota Production System |
E83492
|
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: Toyota Production System | Statement: [New United Motor Manufacturing, Inc., usedManufacturingSystem, Toyota Production System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyota Production System Context triple: [New United Motor Manufacturing, Inc., usedManufacturingSystem, Toyota Production System]
-
A.
Toyota Production System
chosen
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.
-
B.
Kaizen
Kaizen is a Japanese business philosophy focused on continuous, incremental improvement in processes, products, and work culture.
-
C.
Toyota Tsutsumi Plant
The Toyota Tsutsumi Plant is a major Toyota Motor Corporation manufacturing facility in Toyota City, Japan, known for producing popular hybrid and conventional passenger vehicles with a strong emphasis on environmentally friendly operations.
-
D.
NUMMI
NUMMI (New United Motor Manufacturing, Inc.) was a joint venture between General Motors and Toyota that operated an automobile manufacturing plant in Fremont, California.
-
E.
Toyota Motomachi Plant
Toyota Motomachi Plant is one of Toyota's major automobile manufacturing facilities in Toyota City, Japan, known for producing a range of passenger vehicles and pioneering advanced production technologies.
- 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: usedManufacturingSystem Context triple: [New United Motor Manufacturing, Inc., usedManufacturingSystem, Toyota Production System]
-
A.
hasMajorProductionSystem
Indicates that an entity primarily operates, utilizes, or is characterized by a particular major production system.
-
B.
usesProductionModel
chosen
Indicates that one entity employs or relies on another entity as its primary or official production model in practice.
-
C.
usedByManufacturer
Indicates that a manufacturer makes use of a particular resource, component, method, or tool in its production or operational processes.
-
D.
formerManufacturer
Indicates that an entity previously manufactured another entity but no longer does so.
-
E.
componentTypeProduced
Indicates that one entity produces or manufactures a specific type of component as an output of its activity or process.
- 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_69bd44704be88190acdb2ac481b0ff55 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd8e44e7c881909b241b2fec366038 |
completed | March 20, 2026, 6:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf10f3b9ac81909cd2ca2278b11d3e |
completed | March 21, 2026, 9:43 p.m. |
| PD | Predicate disambiguation | batch_69bd845097ac81909678624c4907fda4 |
completed | March 20, 2026, 5:30 p.m. |
Created at: March 20, 2026, 1:53 p.m.