Triple
T20903158
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gratiot County, Michigan |
E514722
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object | Ashley, Michigan |
—
|
NE NERFINISHED |
How this triple was built (3 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: Ashley, Michigan | Statement: [Gratiot County, Michigan, hasMunicipality, Ashley, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashley, Michigan Context triple: [Gratiot County, Michigan, hasMunicipality, Ashley, Michigan]
-
A.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
B.
Ada, Michigan
Ada, Michigan is a small suburban community in Kent County known for its scenic setting along the Grand River and Thornapple River just east of Grand Rapids.
-
C.
Blaine, Michigan
Blaine, Michigan is a small unincorporated community located within Dickinson County in Michigan’s Upper Peninsula.
-
D.
Hesperia, Michigan
Hesperia, Michigan is a small village in western Michigan known for its rural character, outdoor recreation opportunities, and location near the White River.
-
E.
Isabella, Michigan
Isabella, Michigan is a small unincorporated community located on the Garden Peninsula in Michigan’s Upper Peninsula.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashley, Michigan Target entity description: Ashley, Michigan is a small rural village located in central Michigan within Gratiot County.
-
A.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
B.
Ada, Michigan
Ada, Michigan is a small suburban community in Kent County known for its scenic setting along the Grand River and Thornapple River just east of Grand Rapids.
-
C.
Blaine, Michigan
Blaine, Michigan is a small unincorporated community located within Dickinson County in Michigan’s Upper Peninsula.
-
D.
Hesperia, Michigan
Hesperia, Michigan is a small village in western Michigan known for its rural character, outdoor recreation opportunities, and location near the White River.
-
E.
Isabella, Michigan
Isabella, Michigan is a small unincorporated community located on the Garden Peninsula in Michigan’s Upper Peninsula.
- F. None of above. chosen
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_69e0b4f8a1108190bce3d31331290ced |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6e8fd7e4481909088b7f74ba24549 |
completed | April 21, 2026, 3:03 a.m. |
Created at: April 16, 2026, 12:47 p.m.