Triple
T11842549
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berrien Springs, Michigan, United States |
E281688
|
entity |
| Predicate | isCountySeatOf |
P383
|
FINISHED |
| Object | Berrien County |
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 | Statement: [Berrien Springs, Michigan, United States, isCountySeatOf, Berrien County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berrien County Context triple: [Berrien Springs, Michigan, United States, isCountySeatOf, Berrien County]
-
A.
Berrien County
Berrien County is a rural county in south-central Georgia, United States, known for its agricultural economy and small-town communities.
-
B.
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.
-
C.
Geneva County
Geneva County is a rural county in southeastern Alabama known for its agriculture and small-town communities near the Florida state line.
-
D.
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.
-
E.
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.
- 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a65a597c8190b09f57463b279afc |
completed | April 10, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f2814210e48190821fca390dc7e312 |
completed | April 29, 2026, 10:08 p.m. |
Created at: April 8, 2026, 9:43 p.m.