Triple
T23322465
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Square Lake Road |
E591188
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Bloomfield Hills area |
—
|
NE NERFINISHED |
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: Bloomfield Hills area | Statement: [Square Lake Road, serves, Bloomfield Hills area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bloomfield Hills area Context triple: [Square Lake Road, serves, Bloomfield Hills area]
-
A.
Bloomfield Hills
chosen
Bloomfield Hills is an affluent suburban city in Oakland County, Michigan, known for its prestigious educational institutions, cultural landmarks, and wooded residential character.
-
B.
West Bloomfield Township
West Bloomfield Township is a suburban community in Oakland County, Michigan, known for its residential neighborhoods, lakes, and proximity to the Detroit metropolitan area.
-
C.
Farmington Hills
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.
-
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 (2 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_69e25d1effe4819096907f95f610dbff |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1978672148190bb90804361bb896b |
completed | April 29, 2026, 5:30 a.m. |
Created at: April 17, 2026, 5:07 p.m.