Triple
T18809409
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benzonia, Michigan |
E459967
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Benzie County region |
—
|
NE NERFINISHED |
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: Benzie County region | Statement: [Benzonia, Michigan, partOf, Benzie County region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benzie County region Context triple: [Benzonia, Michigan, partOf, Benzie County region]
-
A.
Benzie County, Michigan
chosen
Benzie County, Michigan is a rural county in the northwestern Lower Peninsula known for its Lake Michigan shoreline, outdoor recreation, and proximity to the scenic Sleeping Bear Dunes National Lakeshore.
-
B.
Grand Traverse Bay area
The Grand Traverse Bay area is a region in northern Michigan renowned for its extensive cherry orchards, scenic Lake Michigan shoreline, and vibrant tourism centered around Traverse City.
-
C.
Calumet Region
The Calumet Region is an industrial and residential area around the southern tip of Lake Michigan, spanning parts of northwest Indiana and southeast Chicago, historically known for steel production, shipping, and heavy industry.
-
D.
Grand Traverse County, Michigan
Grand Traverse County, Michigan is a county in the northwestern Lower Peninsula known for its seat, Traverse City, and its tourism, wineries, and scenic Lake Michigan shoreline.
-
E.
Lake Traverse region
The Lake Traverse region is a historical homeland area in the northern Great Plains associated with the Sisseton Dakota people, encompassing lands around Lake Traverse along the present-day Minnesota–South Dakota border.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a3db38ec8190ab5bef15bc6789be |
completed | April 20, 2026, 3:56 a.m. |
Created at: April 10, 2026, 11:53 a.m.