Triple
T16067863
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Motor Manufacturing de Baja California |
E389777
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
TMMBC
TMMBC is Toyota’s vehicle and truck manufacturing plant located in Baja California, Mexico, producing pickup trucks and related components primarily for the North American market.
|
E1193319
|
NE FINISHED |
How this triple was built (4 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: TMMBC | Statement: [Toyota Motor Manufacturing de Baja California, abbreviation, TMMBC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TMMBC Context triple: [Toyota Motor Manufacturing de Baja California, abbreviation, TMMBC]
-
A.
MMMBT
MMMBT is a major bridge–tunnel complex in Virginia that carries Interstate 664 across Hampton Roads between the cities of Newport News and Suffolk.
-
B.
BMM
BMM (Business Motivation Model) is a standardized framework by the Object Management Group for modeling and analyzing an organization’s business plans, motivations, and governance.
-
C.
TMMK
TMMK is Toyota’s large-scale automobile manufacturing plant in Georgetown, Kentucky, known for producing popular Toyota and Lexus models for the North American market.
-
D.
MMTM
MMTM is the ICAO airport code for General Francisco Javier Mina International Airport serving Tampico, Mexico.
-
E.
TMB
TMB is the commonly used abbreviation for the Technical Management Board, a governing body that oversees and coordinates technical and standardization activities within its organization.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: TMMBC Triple: [Toyota Motor Manufacturing de Baja California, abbreviation, TMMBC]
Generated description
TMMBC is Toyota’s vehicle and truck manufacturing plant located in Baja California, Mexico, producing pickup trucks and related components primarily for the North American market.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TMMBC Target entity description: TMMBC is Toyota’s vehicle and truck manufacturing plant located in Baja California, Mexico, producing pickup trucks and related components primarily for the North American market.
-
A.
MMMBT
MMMBT is a major bridge–tunnel complex in Virginia that carries Interstate 664 across Hampton Roads between the cities of Newport News and Suffolk.
-
B.
BMM
BMM (Business Motivation Model) is a standardized framework by the Object Management Group for modeling and analyzing an organization’s business plans, motivations, and governance.
-
C.
TMMK
TMMK is Toyota’s large-scale automobile manufacturing plant in Georgetown, Kentucky, known for producing popular Toyota and Lexus models for the North American market.
-
D.
MMTM
MMTM is the ICAO airport code for General Francisco Javier Mina International Airport serving Tampico, Mexico.
-
E.
TMB
TMB is the commonly used abbreviation for the Technical Management Board, a governing body that oversees and coordinates technical and standardization activities within its organization.
- F. None of above. chosen
Provenance (5 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_69e183baf29481908e5c66879e125363 |
completed | April 17, 2026, 12:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffe480d59c8190962ac596a872b5e0 |
completed | May 10, 2026, 1:50 a.m. |
| NEDg | Description generation | batch_69ffe6ee34788190942ef1d3bb805f78 |
completed | May 10, 2026, 2:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffe7d127848190bbd79a8b94a49f93 |
completed | May 10, 2026, 2:05 a.m. |
Created at: April 10, 2026, 4:57 a.m.