Triple
T14555922
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MQT |
E341539
|
entity |
| Predicate | servesMetropolitanArea |
P82
|
FINISHED |
| Object | Marquette micropolitan area |
E672102
|
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: Marquette micropolitan area | Statement: [MQT, servesMetropolitanArea, Marquette micropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marquette micropolitan area Context triple: [MQT, servesMetropolitanArea, Marquette micropolitan area]
-
A.
Marquette micropolitan area
chosen
The Marquette micropolitan area is a small urban region in Michigan’s Upper Peninsula centered on the city of Marquette and its surrounding communities, serving as a local hub for education, healthcare, and commerce.
-
B.
Houghton micropolitan area
The Houghton micropolitan area is a small population center in Michigan’s Upper Peninsula centered around the city of Houghton and its surrounding communities.
-
C.
Niles–Benton Harbor micropolitan area
The Niles–Benton Harbor micropolitan area is a small urban region in southwestern Michigan centered on the cities of Niles and Benton Harbor, known for its manufacturing base and proximity to Lake Michigan.
-
D.
Petoskey micropolitan area
The Petoskey micropolitan area is a small regional population and economic center in northern Michigan anchored by the city of Petoskey and its surrounding communities.
-
E.
Sheboygan metropolitan area
The Sheboygan metropolitan area is a small urban region in eastern Wisconsin centered on the city of Sheboygan along the western shore of Lake 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_69d822db9c8481908213ceb39585f792 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb2f1490881908673f429e5288c86 |
completed | April 14, 2026, 9:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd94b1760481909119db555fd05429 |
completed | May 8, 2026, 7:45 a.m. |
Created at: April 10, 2026, 1:23 a.m.