Triple
T8740205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louisville Assembly Plant |
E207479
|
entity |
| Predicate | formerProduct |
P25918
|
FINISHED |
| Object |
Ford Aerostar
The Ford Aerostar is a mid-size minivan produced by Ford from the mid-1980s to the late 1990s, known for its rear-wheel-drive layout and boxy, utilitarian design.
|
E755865
|
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: Ford Aerostar | Statement: [Louisville Assembly Plant, formerProduct, Ford Aerostar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ford Aerostar Context triple: [Louisville Assembly Plant, formerProduct, Ford Aerostar]
-
A.
Ford Freestar
The Ford Freestar is a mid-2000s front-wheel-drive minivan produced by Ford as a successor to the Windstar, aimed at the North American family vehicle market.
-
B.
Toyota ProAce
The Toyota ProAce is a light commercial van developed through a collaboration between Toyota and PSA Peugeot Citroën, offered in various body styles for cargo and passenger transport in the European market.
-
C.
Toyota ProAce City
The Toyota ProAce City is a compact light commercial van and family MPV developed through a collaboration with Stellantis, sharing its platform and many components with models like the Citroën Berlingo.
-
D.
Chevrolet City Express
The Chevrolet City Express is a compact cargo van developed for urban commercial use, based on the Nissan NV200 and sold under the Chevrolet brand in North America.
-
E.
Nissan Safari
The Nissan Safari is a rugged, full-size 4x4 SUV known for its strong off-road capability and durability, particularly popular in markets like Japan and parts of Asia-Pacific.
- 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: Ford Aerostar Triple: [Louisville Assembly Plant, formerProduct, Ford Aerostar]
Generated description
The Ford Aerostar is a mid-size minivan produced by Ford from the mid-1980s to the late 1990s, known for its rear-wheel-drive layout and boxy, utilitarian design.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ford Aerostar Target entity description: The Ford Aerostar is a mid-size minivan produced by Ford from the mid-1980s to the late 1990s, known for its rear-wheel-drive layout and boxy, utilitarian design.
-
A.
Ford Freestar
The Ford Freestar is a mid-2000s front-wheel-drive minivan produced by Ford as a successor to the Windstar, aimed at the North American family vehicle market.
-
B.
Toyota ProAce
The Toyota ProAce is a light commercial van developed through a collaboration between Toyota and PSA Peugeot Citroën, offered in various body styles for cargo and passenger transport in the European market.
-
C.
Toyota ProAce City
The Toyota ProAce City is a compact light commercial van and family MPV developed through a collaboration with Stellantis, sharing its platform and many components with models like the Citroën Berlingo.
-
D.
Chevrolet City Express
The Chevrolet City Express is a compact cargo van developed for urban commercial use, based on the Nissan NV200 and sold under the Chevrolet brand in North America.
-
E.
Nissan Safari
The Nissan Safari is a rugged, full-size 4x4 SUV known for its strong off-road capability and durability, particularly popular in markets like Japan and parts of Asia-Pacific.
- 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_69ca835a03a081909d4d4cd01a18c9fb |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d486e34819094a6c6ec26c047cf |
completed | March 31, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf42e7176c819097e313ed8e8ceb06 |
completed | April 3, 2026, 4:32 a.m. |
| NEDg | Description generation | batch_69cf43ead588819094089bea94c27207 |
completed | April 3, 2026, 4:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf453fa3e4819082466c59649c2f35 |
completed | April 3, 2026, 4:42 a.m. |
Created at: March 30, 2026, 6:38 p.m.