Triple
T22278695
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheshire Township, Allegan County, Michigan |
E550674
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Heath Township, Allegan County, 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: Heath Township, Allegan County, Michigan | Statement: [Cheshire Township, Allegan County, Michigan, borderedBy, Heath Township, Allegan County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heath Township, Allegan County, Michigan Context triple: [Cheshire Township, Allegan County, Michigan, borderedBy, Heath Township, Allegan County, Michigan]
-
A.
Heath Township, Allegan County, Michigan
chosen
Heath Township is a civil township in Allegan County, Michigan, known as a small rural community in the western part of the state.
-
B.
Salem Township, Allegan County, Michigan
Salem Township is a rural civil township located in Allegan County in the U.S. state of Michigan.
-
C.
Valley Township, Allegan County, Michigan
Valley Township, Allegan County, Michigan is a civil township located in Allegan County in the U.S. state of Michigan.
-
D.
Leighton Township, Allegan County, Michigan
Leighton Township, Allegan County, Michigan is a rural civil township in southwestern Michigan known for its mix of farmland, residential communities, and small-town character within the Grand Rapids metropolitan area.
-
E.
Cheshire Township, Allegan County, Michigan
Cheshire Township, Allegan County, Michigan is a rural civil township in western Michigan known for its agricultural landscape and small-community character.
- 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_69e11e44d538819097c6b8f333af3352 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f14ea96948819081c1ae6c7b11ab62 |
completed | April 29, 2026, 12:19 a.m. |
Created at: April 16, 2026, 8:40 p.m.