Triple
T315558
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flint Assembly |
E7697
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Flint automotive manufacturing complex
The Flint automotive manufacturing complex is a major General Motors industrial hub in Flint, Michigan, historically central to U.S. automobile and truck production.
|
E10580
|
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: Flint automotive manufacturing complex | Statement: [Flint Assembly, partOf, Flint automotive manufacturing complex]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flint automotive manufacturing complex Context triple: [Flint Assembly, partOf, Flint automotive manufacturing complex]
-
A.
Ford River Rouge Complex
The Ford River Rouge Complex is a historic, vertically integrated Ford Motor Company manufacturing site in Dearborn, Michigan, renowned as one of the largest and most influential industrial complexes of the 20th century.
-
B.
Highland Park Ford Plant
The Highland Park Ford Plant is a historic automobile factory in Michigan renowned as the birthplace of the moving assembly line that revolutionized mass production in the early 20th century.
-
C.
Fort Wayne Assembly Plant
Fort Wayne Assembly Plant is a General Motors manufacturing facility in Fort Wayne, Indiana, primarily known for producing full-size pickup trucks.
-
D.
Flint, Michigan
Flint, Michigan is an industrial city in the United States best known as the birthplace of General Motors and for its central role in the American automotive industry.
-
E.
Royal Oak, Michigan
Royal Oak, Michigan is a suburban city in the Detroit metropolitan area known for its vibrant downtown, cultural attractions, and residential neighborhoods.
- 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: Flint automotive manufacturing complex Triple: [Flint Assembly, partOf, Flint automotive manufacturing complex]
Generated description
The Flint automotive manufacturing complex is a major General Motors industrial hub in Flint, Michigan, historically central to U.S. automobile and truck production.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flint automotive manufacturing complex Target entity description: The Flint automotive manufacturing complex is a major General Motors industrial hub in Flint, Michigan, historically central to U.S. automobile and truck production.
-
A.
Ford River Rouge Complex
The Ford River Rouge Complex is a historic, vertically integrated Ford Motor Company manufacturing site in Dearborn, Michigan, renowned as one of the largest and most influential industrial complexes of the 20th century.
-
B.
Highland Park Ford Plant
The Highland Park Ford Plant is a historic automobile factory in Michigan renowned as the birthplace of the moving assembly line that revolutionized mass production in the early 20th century.
-
C.
Fort Wayne Assembly Plant
Fort Wayne Assembly Plant is a General Motors manufacturing facility in Fort Wayne, Indiana, primarily known for producing full-size pickup trucks.
-
D.
Flint, Michigan
chosen
Flint, Michigan is an industrial city in the United States best known as the birthplace of General Motors and for its central role in the American automotive industry.
-
E.
Royal Oak, Michigan
Royal Oak, Michigan is a suburban city in the Detroit metropolitan area known for its vibrant downtown, cultural attractions, and residential neighborhoods.
- F. None of above.
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_69a2e7e7af7881908890039d6be4e9b8 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ea6462148190825acc57f6d2adaf |
completed | Feb. 28, 2026, 1:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3c8b8d7d88190b43f7b6b0289445f |
completed | March 1, 2026, 5:03 a.m. |
| NEDg | Description generation | batch_69a3c964b7a48190afa7cada4a499739 |
completed | March 1, 2026, 5:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3c9bc3eec81909e6d1b7af6cf7d58 |
completed | March 1, 2026, 5:08 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.