Triple
T10683837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwest Michigan region |
E251824
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object | Coldwater, Michigan |
E885314
|
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: Coldwater, Michigan | Statement: [Southwest Michigan region, containsCity, Coldwater, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Coldwater, Michigan Context triple: [Southwest Michigan region, containsCity, Coldwater, Michigan]
-
A.
Coldwater, Michigan
chosen
Coldwater, Michigan is a small city in south-central Michigan known as a local commercial and service hub for surrounding communities in Branch County.
-
B.
St. Johns, Michigan
St. Johns, Michigan is a small Midwestern city in central Michigan known for its agricultural roots and role as the governmental and commercial hub of the surrounding rural area.
-
C.
Maple Rapids, Michigan
Maple Rapids, Michigan is a small rural village located in Clinton County in the central part of the state.
-
D.
Manistique, Michigan
Manistique, Michigan is a small city on the shores of Lake Michigan in Michigan’s Upper Peninsula, known as a gateway to outdoor recreation, scenic forests, and lakeside attractions.
-
E.
Crystal, Michigan
Crystal, Michigan is a small rural village located in central Michigan known for its lakeside setting and tight-knit community within Montcalm County.
- 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_69d6aa5bd7c08190a816e733b4045c23 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fcc5134c8190bcb1d96a32634c17 |
completed | April 9, 2026, 1:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68e99c2608190b923ca8a9178fea2 |
completed | May 2, 2026, 11:54 p.m. |
Created at: April 8, 2026, 9:10 p.m.