Triple
T19112348
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tallmadge Charter Township, Michigan |
E467817
|
entity |
| Predicate | isLocatedSouthOf |
P9676
|
FINISHED |
| Object | Coopersville, 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: Coopersville, Michigan | Statement: [Tallmadge Charter Township, Michigan, isLocatedSouthOf, Coopersville, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Coopersville, Michigan Context triple: [Tallmadge Charter Township, Michigan, isLocatedSouthOf, 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.
Cooper Township, Michigan
Cooper Township, Michigan is a primarily residential community in Kalamazoo County that forms part of the broader Kalamazoo-Portage urban and economic region in southwestern Michigan.
-
C.
Mattawan, Michigan
Mattawan, Michigan is a small village in southwestern Michigan known for its residential community, local schools, and proximity to the Kalamazoo metropolitan area.
-
D.
Decatur, Michigan
Decatur, Michigan is a small village in southwestern Michigan known for its rural character, local agriculture, and proximity to regional lakes and outdoor recreation.
-
E.
Greenville, Michigan
Greenville, Michigan is a small city in Montcalm County known historically for manufacturing and as the birthplace of several notable figures, including World War II pilot Frederick C. Bock.
- 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_69d8dd06a26481908039e2a1bae8c597 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e39553708190b64e24e1d190833e |
completed | April 20, 2026, 8:28 a.m. |
Created at: April 10, 2026, 12:05 p.m.