Triple
T6681036
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flint Community Schools |
E151979
|
entity |
| Predicate | locatedInMetropolitanArea |
P294
|
FINISHED |
| Object | Flint metropolitan area |
E10580
|
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: Flint metropolitan area | Statement: [Flint Community Schools, locatedInMetropolitanArea, Flint metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flint metropolitan area Context triple: [Flint Community Schools, locatedInMetropolitanArea, Flint metropolitan area]
-
A.
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.
-
B.
Ann Arbor metropolitan area
The Ann Arbor metropolitan area is a Michigan urban region centered on the city of Ann Arbor and its surrounding communities, known for its university-driven economy, research institutions, and vibrant cultural life.
-
C.
Flint
Flint is a surname of English origin borne by various notable individuals, including musician Keith Flint of The Prodigy.
-
D.
Flint
Flint is a historic market town in northeast Wales, known for its medieval Flint Castle overlooking the River Dee.
-
E.
Grand Rapids metropolitan area
The Grand Rapids metropolitan area is a populous urban region in western Michigan centered on the city of Grand Rapids and its surrounding communities, known for its diverse economy, cultural institutions, and outdoor recreation.
- 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_69c687f9977c819097e7f5ada4fe522e |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6b11f945481908e1a9f0839c35b5b |
completed | March 27, 2026, 4:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c723b8a5288190a2fb4d956f2dc385 |
completed | March 28, 2026, 12:41 a.m. |
Created at: March 27, 2026, 2:04 p.m.