Triple
T16067944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Motor Manufacturing Czech Republic |
E389779
|
entity |
| Predicate | usesManufacturingPhilosophy |
P35199
|
FINISHED |
| Object | lean manufacturing |
—
|
LITERAL 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: lean manufacturing | Statement: [Toyota Motor Manufacturing Czech Republic, usesManufacturingPhilosophy, lean manufacturing]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: usesManufacturingPhilosophy Context triple: [Toyota Motor Manufacturing Czech Republic, usesManufacturingPhilosophy, lean manufacturing]
-
A.
usesManufacturingType
Indicates that one entity produces or processes something by applying a specific type or method of manufacturing.
-
B.
usesProductionResourcesOf
Indicates that one entity makes use of the production resources (such as facilities, equipment, or infrastructure) that belong to or are operated by another entity.
-
C.
usesProductionModel
Indicates that one entity employs or relies on another entity as its primary or official production model in practice.
-
D.
hasProductionAspect
Indicates that something possesses or involves a particular aspect, feature, or characteristic related to its production process or creation.
-
E.
hasProductionMethod
chosen
Indicates that one entity is produced, created, or manufactured using the method, process, or technique specified by another entity.
- F. None of above.
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_69d86daf32ec8190a8c0466c8f49c3c0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1858a00888190b8505071575dc56f |
completed | April 17, 2026, 12:57 a.m. |
| PD | Predicate disambiguation | batch_69e18272f2288190a17d45fb01cc2b07 |
completed | April 17, 2026, 12:44 a.m. |
Created at: April 10, 2026, 4:57 a.m.