Triple
T10649096
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brampton Assembly |
E250913
|
entity |
| Predicate | hasRegionalHeadquarters |
P40187
|
FINISHED |
| Object | Auburn Hills, Michigan, United States |
E295810
|
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: Auburn Hills, Michigan, United States | Statement: [Brampton Assembly, hasRegionalHeadquarters, Auburn Hills, Michigan, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Auburn Hills, Michigan, United States Context triple: [Brampton Assembly, hasRegionalHeadquarters, Auburn Hills, Michigan, United States]
-
A.
Auburn Hills, Michigan
chosen
Auburn Hills, Michigan is a suburban city in the Detroit metropolitan area best known as a major automotive hub and the longtime home of Chrysler’s corporate headquarters.
-
B.
Bloomfield Hills, Michigan, United States
Bloomfield Hills, Michigan, United States, is an affluent suburban city in the Detroit metropolitan area known for its prestigious residential communities and cultural institutions such as the Cranbrook Educational Community.
-
C.
Dearborn, Michigan, United States
Dearborn, Michigan, United States is a city in the Detroit metropolitan area best known as the longtime home of Ford Motor Company and a historic center of the American automotive industry.
-
D.
Southfield, Michigan, United States
Southfield, Michigan, United States is a suburban city in the Detroit metropolitan area known for its commercial centers, office complexes, and diverse residential communities.
-
E.
Sterling Heights, Michigan
Sterling Heights, Michigan is a large suburban city in Macomb County, part of the Detroit metropolitan area, known for its residential communities and diverse population.
- 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6dfe3ea08819094a945ebb7fc4d3a |
completed | April 8, 2026, 11:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d97a60fdd881908987f920a19bb41e |
completed | April 10, 2026, 10:32 p.m. |
Created at: April 8, 2026, 9:06 p.m.