Triple
T3437478
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | St. Joseph County, Indiana |
E72487
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Berrien County, Michigan |
E305487
|
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: Berrien County, Michigan | Statement: [St. Joseph County, Indiana, borders, Berrien County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berrien County, Michigan Context triple: [St. Joseph County, Indiana, borders, Berrien County, Michigan]
-
A.
Berrien County, Michigan
chosen
Berrien County, Michigan is a southwestern Michigan county along Lake Michigan known for its shoreline communities, agricultural areas, and regional hub city of St. Joseph.
-
B.
Branch County, Michigan
Branch County, Michigan is a largely rural county in the southern part of the state known for its agricultural landscape, small towns, and numerous lakes.
-
C.
Muskegon County, Michigan
Muskegon County, Michigan is a county on the eastern shore of Lake Michigan known for its port city of Muskegon, industrial history, and lakeshore recreation.
-
D.
St. Joseph County, Michigan
St. Joseph County, Michigan is a largely rural county in the southwestern part of the state known for its agricultural landscape, small towns, and numerous rivers and lakes.
-
E.
Monroe County, Michigan
Monroe County, Michigan is a southeastern Michigan county along Lake Erie known for its industrial history, agricultural areas, and proximity to the Detroit metropolitan region.
- 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_69ad85af50288190a854b76653deee6f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb9f4398c8190a75822068308037b |
completed | March 8, 2026, 6:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8eed9b120819094d588637edc6190 |
completed | March 29, 2026, 9:20 a.m. |
Created at: March 8, 2026, 3:16 p.m.