Triple
T3571835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sleeping Bear Heritage Trail |
E75588
|
entity |
| Predicate | connects |
P390
|
FINISHED |
| Object | Empire, Michigan |
E277969
|
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: Empire, Michigan | Statement: [Sleeping Bear Heritage Trail, connects, Empire, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Empire, Michigan Context triple: [Sleeping Bear Heritage Trail, connects, Empire, Michigan]
-
A.
Empire, Michigan
chosen
Empire, Michigan is a small village on the shores of Lake Michigan known as a gateway to the Sleeping Bear Dunes National Lakeshore.
-
B.
Zeeland, Michigan
Zeeland, Michigan is a small city in Ottawa County known for its Dutch heritage, strong manufacturing base, and close-knit community within the greater Holland–Grand Rapids area.
-
C.
Grand Marais, Michigan
Grand Marais, Michigan is a small lakeside community on Lake Superior in Michigan’s Upper Peninsula, known as a gateway to outdoor recreation and scenic natural attractions.
-
D.
Skandia, Michigan
Skandia, Michigan is a small rural community located in Michigan’s Upper Peninsula, known for its forested landscapes and proximity to Lake Superior.
-
E.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
- 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_69ad85d512708190829c8b2d3a2ccfb8 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc0c447fc81909689259558187af4 |
completed | March 8, 2026, 6:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3bbbcf2d08190901049948df66f0c |
completed | March 13, 2026, 7:24 a.m. |
Created at: March 8, 2026, 3:21 p.m.