Triple
T9638318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheboygan County, Michigan |
E232992
|
entity |
| Predicate | countySeat |
P383
|
FINISHED |
| Object | Cheboygan, Michigan |
E257442
|
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: Cheboygan, Michigan | Statement: [Cheboygan County, Michigan, countySeat, Cheboygan, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheboygan, Michigan Context triple: [Cheboygan County, Michigan, countySeat, Cheboygan, Michigan]
-
A.
Houghton, Michigan
Houghton, Michigan is a small city in Michigan’s Upper Peninsula known for its historic copper mining heritage and as the home of Michigan Technological University.
-
B.
Ishpeming, Michigan
Ishpeming, Michigan is a small city in Michigan’s Upper Peninsula known historically as an iron mining center and as the birthplace of Nobel Prize–winning chemist Glenn T. Seaborg.
-
C.
Kalkaska, Michigan
Kalkaska, Michigan is a small village in northern Michigan’s Lower Peninsula known as the county seat of Kalkaska County and a gateway to the region’s forests, lakes, and outdoor recreation.
-
D.
Cheboygan
chosen
Cheboygan is a small city in northern Michigan known as a gateway to the Inland Waterway and Lake Huron, with a history tied to lumbering and maritime activity.
-
E.
Coldwater, Michigan
Coldwater, Michigan is a small city in south-central Michigan known as a local commercial and service hub for surrounding communities in Branch 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_69ca848a5a908190aad251f4137b0c3a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b51b08081908e30744607b28953 |
completed | April 1, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4415b7f848190a9fc8b08824f0b9b |
completed | April 19, 2026, 2:43 a.m. |
Created at: March 30, 2026, 8:11 p.m.