Triple
T2665432
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ottawa County, Michigan |
E55622
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object | Coopersville, Michigan |
E176759
|
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: Coopersville, Michigan | Statement: [Ottawa County, Michigan, hasCity, Coopersville, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Coopersville, Michigan Context triple: [Ottawa County, Michigan, hasCity, Coopersville, Michigan]
-
A.
Coopersville, Michigan
chosen
Coopersville, Michigan is a small city in Ottawa County known for its agricultural roots, historic downtown, and location between Grand Rapids and the Lake Michigan shoreline.
-
B.
Southgate, Michigan
Southgate, Michigan is a suburban city in the Downriver area of Metro Detroit known for its residential neighborhoods and commercial corridors.
-
C.
Cedar Springs, Michigan
Cedar Springs, Michigan is a small city in Kent County known historically for its natural springs and lumber industry.
-
D.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
E.
Grandville, Michigan
Grandville, Michigan is a suburban city near Grand Rapids known for its location along the Grand River and its role as a regional retail and residential hub in western Michigan.
- 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_69ab49e54de48190be708cd1cf8be073 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd96ed2748190a4feae98199b459d |
completed | March 7, 2026, 7:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2e8082c44819098427e0b836d8518 |
completed | March 12, 2026, 4:21 p.m. |
Created at: March 6, 2026, 9:54 p.m.