Triple

T3812440
Position Surface form Disambiguated ID Type / Status
Subject Toyota Group E93165 entity
Predicate hasMember P10 FINISHED
Object Toyota Motor Manufacturing de Baja California S. de R.L. de C.V. E389777 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: Toyota Motor Manufacturing de Baja California S. de R.L. de C.V. | Statement: [Toyota Group, hasMember, Toyota Motor Manufacturing de Baja California S. de R.L. de C.V.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toyota Motor Manufacturing de Baja California S. de R.L. de C.V.
Context triple: [Toyota Group, hasMember, Toyota Motor Manufacturing de Baja California S. de R.L. de C.V.]
  • A. Toyota Motor Manufacturing de Baja California chosen
    Toyota Motor Manufacturing de Baja California is a Toyota Group automotive assembly plant in Baja California, Mexico, primarily known for producing pickup trucks and related components for the North American market.
  • B. Toyota Motor Manufacturing Texas
    Toyota Motor Manufacturing Texas is an automobile assembly plant in San Antonio, Texas, that produces Toyota pickup trucks and SUVs for the North American market.
  • C. Toyota Motor Manufacturing Spain
    Toyota Motor Manufacturing Spain is a Spanish production subsidiary of the Toyota Group that manufactures Toyota vehicles and components for European and global markets.
  • D. Toyota Motor Manufacturing Argentina
    Toyota Motor Manufacturing Argentina is an Argentine automotive manufacturing subsidiary of Toyota that produces vehicles and components primarily for regional and export markets.
  • E. Toyota Motor North America
    Toyota Motor North America is the regional headquarters responsible for managing Toyota’s automotive operations, sales, marketing, and manufacturing across the United States, Canada, and Mexico.
  • 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_69aed96a60088190ab1df8390fffc935 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aee8db8a288190afd1e3b9dcf02e97 completed March 9, 2026, 3:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b503f3590c8190b18e2e9dfd84cbcd completed March 14, 2026, 6:45 a.m.
Created at: March 9, 2026, 3:16 p.m.