Triple
T21979450
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Detroit–Warren–Dearborn Metropolitan Statistical Area |
E542797
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object | Farmington Hills |
E55227
|
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: Farmington Hills | Statement: [Detroit–Warren–Dearborn Metropolitan Statistical Area, containsCity, Farmington Hills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Farmington Hills Context triple: [Detroit–Warren–Dearborn Metropolitan Statistical Area, containsCity, Farmington Hills]
-
A.
Farmington Hills
chosen
Farmington Hills is a suburban city in southeastern Michigan, known for its affluent residential communities, strong public schools, and proximity to the Detroit metropolitan area.
-
B.
Rochester Hills
Rochester Hills is a suburban city in Oakland County, Michigan, known for its affluent residential communities, parks, and proximity to the Detroit metropolitan area.
-
C.
Bloomfield Hills
Bloomfield Hills is an affluent suburban city in Oakland County, Michigan, known for its prestigious educational institutions, cultural landmarks, and wooded residential character.
-
D.
Southfield
Southfield is a small village located within the rural town of New Marlborough in Berkshire County, Massachusetts.
-
E.
Southfield
Southfield is a suburban city in Oakland County, Michigan, known as a major commercial and business center in the Detroit metropolitan area.
- 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_69e0c48070988190909db97667b9a0ac |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1248bdd88819098bfeca550608f14 |
completed | April 28, 2026, 9:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a809a953881908d8071fd0b8341eb |
completed | May 18, 2026, 2:59 a.m. |
Created at: April 16, 2026, 8:03 p.m.