Triple
T18809421
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benzonia, Michigan |
E459967
|
entity |
| Predicate | hasCountySubdivision |
P747
|
FINISHED |
| Object | Benzonia Township, Michigan |
—
|
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: Benzonia Township, Michigan | Statement: [Benzonia, Michigan, hasCountySubdivision, Benzonia Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benzonia Township, Michigan Context triple: [Benzonia, Michigan, hasCountySubdivision, Benzonia Township, Michigan]
-
A.
Benzonia, Michigan
chosen
Benzonia, Michigan is a small village in northwestern Michigan known as a historic community near Crystal Lake and part of the scenic Benzie County region.
-
B.
Van Buren Township, Michigan
Van Buren Township, Michigan is a charter township in Wayne County in the Detroit metropolitan area, known for encompassing parts of Belleville Lake and the Willow Run Airport region.
-
C.
Bowne Township, Michigan
Bowne Township, Michigan is a rural civil township located in southeastern Kent County in the western part of the U.S. state of Michigan.
-
D.
Bengal Township, Michigan
Bengal Township, Michigan is a rural civil township located in Clinton County in the central part of the U.S. state of Michigan.
-
E.
Berrien Township, Michigan
Berrien Township, Michigan is a rural civil township in Berrien County known for its agricultural landscape and small-community character in the southwestern part of the state.
- 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.