Triple
T9119516
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hermosillo Stamping and Assembly |
E218807
|
entity |
| Predicate | hasAbbreviation |
P43
|
FINISHED |
| Object |
Hermosillo Assembly Plant
Hermosillo Assembly Plant is a major Ford Motor Company automotive manufacturing facility located in Hermosillo, Sonora, Mexico, known for producing various Ford and Lincoln vehicle models.
|
E779143
|
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: Hermosillo Assembly Plant | Statement: [Hermosillo Stamping and Assembly, hasAbbreviation, Hermosillo Assembly Plant]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hermosillo Assembly Plant Context triple: [Hermosillo Stamping and Assembly, hasAbbreviation, Hermosillo Assembly Plant]
-
A.
GM Ramos Arizpe Plant
GM Ramos Arizpe Plant is a General Motors manufacturing complex in Ramos Arizpe, Mexico, known for producing vehicles and powertrains for global markets.
-
B.
Wixom Assembly Plant
Wixom Assembly Plant was a major Ford Motor Company manufacturing facility in Wixom, Michigan, best known for producing luxury Lincoln vehicles and other high-end Ford models.
-
C.
Belvidere Assembly Plant
Belvidere Assembly Plant is a major automobile manufacturing facility in Belvidere, Illinois, historically known for producing various Chrysler, Dodge, and Jeep vehicles.
-
D.
St. Thomas Assembly Plant
St. Thomas Assembly Plant was a Ford Motor Company manufacturing facility in Ontario, Canada, best known for producing full-size rear-wheel-drive sedans such as the Lincoln Town Car and Ford Crown Victoria.
-
E.
Windsor Assembly Plant
Windsor Assembly Plant is a major automotive manufacturing facility in Windsor, Ontario, Canada, best known for producing Chrysler minivans such as the Pacifica.
- 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: Hermosillo Assembly Plant Triple: [Hermosillo Stamping and Assembly, hasAbbreviation, Hermosillo Assembly Plant]
Generated description
Hermosillo Assembly Plant is a major Ford Motor Company automotive manufacturing facility located in Hermosillo, Sonora, Mexico, known for producing various Ford and Lincoln vehicle models.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hermosillo Assembly Plant Target entity description: Hermosillo Assembly Plant is a major Ford Motor Company automotive manufacturing facility located in Hermosillo, Sonora, Mexico, known for producing various Ford and Lincoln vehicle models.
-
A.
GM Ramos Arizpe Plant
GM Ramos Arizpe Plant is a General Motors manufacturing complex in Ramos Arizpe, Mexico, known for producing vehicles and powertrains for global markets.
-
B.
Wixom Assembly Plant
Wixom Assembly Plant was a major Ford Motor Company manufacturing facility in Wixom, Michigan, best known for producing luxury Lincoln vehicles and other high-end Ford models.
-
C.
Belvidere Assembly Plant
Belvidere Assembly Plant is a major automobile manufacturing facility in Belvidere, Illinois, historically known for producing various Chrysler, Dodge, and Jeep vehicles.
-
D.
St. Thomas Assembly Plant
St. Thomas Assembly Plant was a Ford Motor Company manufacturing facility in Ontario, Canada, best known for producing full-size rear-wheel-drive sedans such as the Lincoln Town Car and Ford Crown Victoria.
-
E.
Windsor Assembly Plant
Windsor Assembly Plant is a major automotive manufacturing facility in Windsor, Ontario, Canada, best known for producing Chrysler minivans such as the Pacifica.
- 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_69ca83dddd548190983b96c664f7f367 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8a902e08190a7eb4728f32b9e1d |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d030867d248190ad5b5ba3047426bb |
completed | April 3, 2026, 9:26 p.m. |
| NEDg | Description generation | batch_69d0316f47c88190920843b469d15069 |
completed | April 3, 2026, 9:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d032778adc8190a087497507a6e1ca |
completed | April 3, 2026, 9:34 p.m. |
Created at: March 30, 2026, 7:17 p.m.