Triple
T21094517
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milford, Michigan |
E519725
|
entity |
| Predicate | hasNearbyCommunity |
P4647
|
FINISHED |
| Object | Wixom, Michigan |
—
|
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: Wixom, Michigan | Statement: [Milford, Michigan, hasNearbyCommunity, Wixom, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wixom, Michigan Context triple: [Milford, Michigan, hasNearbyCommunity, Wixom, Michigan]
-
A.
Wixom, Michigan
chosen
Wixom, Michigan is a small suburban city in southeastern Michigan known for its residential communities, light industrial and commercial development, and proximity to major Detroit-area highways.
-
B.
Auburn Hills, Michigan
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.
-
C.
Livonia, Michigan
Livonia, Michigan is a large suburban city in Wayne County, known for its residential communities, shopping centers, and proximity to Detroit.
-
D.
Bingham Farms, Michigan
Bingham Farms, Michigan is a small, affluent suburban village in Oakland County, known for its residential character and proximity to Detroit.
-
E.
Novi, Michigan
Novi, Michigan is a rapidly growing suburban city in the Detroit metropolitan area known for its shopping centers, business parks, and high quality of life.
- 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_69e0b508d8dc81909be940dafe36c8f7 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e709517a18819081ede1d38e2c4391 |
completed | April 21, 2026, 5:21 a.m. |
Created at: April 16, 2026, 2:52 p.m.