Triple
T6323375
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berrien County, Georgia |
E141799
|
entity |
| Predicate | countrySubdivision |
P766
|
FINISHED |
| Object |
Berrien County
Berrien County is a rural county in south-central Georgia, United States, known for its agricultural economy and small-town communities.
|
E689157
|
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 | Statement: [Berrien County, Georgia, countrySubdivision, Berrien County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berrien County Context triple: [Berrien County, Georgia, countrySubdivision, Berrien County]
-
A.
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.
-
B.
Geneva County
Geneva County is a rural county in southeastern Alabama known for its agriculture and small-town communities near the Florida state line.
-
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.
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.
-
E.
Bayfield County
Bayfield County is a county in northern Wisconsin known for its Lake Superior shoreline, Apostle Islands, and extensive outdoor recreation opportunities.
- 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 Triple: [Berrien County, Georgia, countrySubdivision, Berrien County]
Generated description
Berrien County is a rural county in south-central Georgia, United States, known for its agricultural economy and small-town communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berrien County Target entity description: Berrien County is a rural county in south-central Georgia, United States, known for its agricultural economy and small-town communities.
-
A.
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.
-
B.
Geneva County
Geneva County is a rural county in southeastern Alabama known for its agriculture and small-town communities near the Florida state line.
-
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.
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.
-
E.
Bayfield County
Bayfield County is a county in northern Wisconsin known for its Lake Superior shoreline, Apostle Islands, and extensive outdoor recreation opportunities.
- 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_69c008d201748190917e69c41ba3f978 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c064e38f1c81909c7e90b520602bae |
completed | March 22, 2026, 9:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8f2f8624c819090b3e197ec1c8891 |
completed | March 29, 2026, 9:38 a.m. |
| NEDg | Description generation | batch_69c8f3780f5c81908b9e835da47e4276 |
completed | March 29, 2026, 9:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8f3d5138c8190bf87e459648640a0 |
completed | March 29, 2026, 9:41 a.m. |
Created at: March 22, 2026, 4:29 p.m.