Triple
T1669249
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | St. Joseph River |
E36086
|
entity |
| Predicate | mouthLocatedIn |
P417
|
FINISHED |
| Object |
Berrien County, Michigan
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.
|
E305487
|
NE FINISHED |
How this triple was built (4 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 River, mouthLocatedIn, Berrien County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berrien County, Michigan Context triple: [St. Joseph River, mouthLocatedIn, Berrien County, Michigan]
-
A.
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.
-
B.
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.
-
C.
Kalamazoo County, Michigan
Kalamazoo County, Michigan is a county in the southwestern part of the state known for the city of Kalamazoo, its educational institutions, and a mix of urban and agricultural areas.
-
D.
Osceola County, Michigan
Osceola County, Michigan is a rural county in the north-central Lower Peninsula known for its forests, agriculture, and outdoor recreation along waterways like the Muskegon River.
-
E.
Saginaw County, Michigan
Saginaw County, Michigan is a county in the east-central part of the state known for its industrial history, agricultural production, and the city of Saginaw as its county seat.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Berrien County, Michigan Triple: [St. Joseph River, mouthLocatedIn, Berrien County, Michigan]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berrien County, Michigan Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Kalamazoo County, Michigan
Kalamazoo County, Michigan is a county in the southwestern part of the state known for the city of Kalamazoo, its educational institutions, and a mix of urban and agricultural areas.
-
D.
Osceola County, Michigan
Osceola County, Michigan is a rural county in the north-central Lower Peninsula known for its forests, agriculture, and outdoor recreation along waterways like the Muskegon River.
-
E.
Saginaw County, Michigan
Saginaw County, Michigan is a county in the east-central part of the state known for its industrial history, agricultural production, and the city of Saginaw as its county seat.
- F. None of above. chosen
Provenance (5 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_69a8861286808190939afff3ce8ee31e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90adf3d3c81909233e574e79b82a2 |
completed | March 5, 2026, 4:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01cda90248190bba2e77b5ffb12a3 |
completed | March 10, 2026, 1:30 p.m. |
| NEDg | Description generation | batch_69b020c8acf4819097e9090f1e1a7127 |
completed | March 10, 2026, 1:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b021a461108190b9ad1dbdf151b9c8 |
completed | March 10, 2026, 1:50 p.m. |
Created at: March 4, 2026, 7:29 p.m.