Triple
T12780284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berrien County, Michigan |
E305487
|
entity |
| Predicate | containsVillage |
P4011
|
FINISHED |
| Object |
Stevensville, Michigan
Stevensville, Michigan is a small village in southwestern Michigan known for its proximity to Lake Michigan and its location within the St. Joseph–Benton Harbor metropolitan area.
|
E1440619
|
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: Stevensville, Michigan | Statement: [Berrien County, Michigan, containsVillage, Stevensville, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stevensville, Michigan Context triple: [Berrien County, Michigan, containsVillage, Stevensville, Michigan]
-
A.
Sturgis, Michigan
Sturgis, Michigan is a small city in St. Joseph County known for its location near the Indiana border and its role as a regional commercial and industrial center in south-central Michigan.
-
B.
Stephenson, Michigan
Stephenson, Michigan is a small rural village located in Menominee County in Michigan’s Upper Peninsula.
-
C.
Williamston, Michigan
Williamston, Michigan is a small city in central Michigan known for its historic downtown, community events, and proximity to the Lansing metropolitan area.
-
D.
Stockbridge, Michigan
Stockbridge, Michigan is a small village in Ingham County known for its rural character and historic downtown in south-central Michigan.
-
E.
Lewiston, Michigan
Lewiston, Michigan is a small unincorporated community and census-designated place in northern Michigan known for its lakes, forests, and outdoor recreation.
- 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: Stevensville, Michigan Triple: [Berrien County, Michigan, containsVillage, Stevensville, Michigan]
Generated description
Stevensville, Michigan is a small village in southwestern Michigan known for its proximity to Lake Michigan and its location within the St. Joseph–Benton Harbor metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stevensville, Michigan Target entity description: Stevensville, Michigan is a small village in southwestern Michigan known for its proximity to Lake Michigan and its location within the St. Joseph–Benton Harbor metropolitan area.
-
A.
Sturgis, Michigan
Sturgis, Michigan is a small city in St. Joseph County known for its location near the Indiana border and its role as a regional commercial and industrial center in south-central Michigan.
-
B.
Stephenson, Michigan
Stephenson, Michigan is a small rural village located in Menominee County in Michigan’s Upper Peninsula.
-
C.
Williamston, Michigan
Williamston, Michigan is a small city in central Michigan known for its historic downtown, community events, and proximity to the Lansing metropolitan area.
-
D.
Stockbridge, Michigan
Stockbridge, Michigan is a small village in Ingham County known for its rural character and historic downtown in south-central Michigan.
-
E.
Lewiston, Michigan
Lewiston, Michigan is a small unincorporated community and census-designated place in northern Michigan known for its lakes, forests, and outdoor recreation.
- 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_69d7bdf2b43c819098ae5aa68e61ea58 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e5a5680819095dcd491486d23e7 |
completed | April 10, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08bafa6c60819085ff1d365a18d79c |
completed | May 16, 2026, 6:44 p.m. |
| NEDg | Description generation | batch_6a08bba2e85881909ae887fc5bc3121f |
completed | May 16, 2026, 6:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08bc410f008190b00bf4956d591176 |
completed | May 16, 2026, 6:49 p.m. |
Created at: April 9, 2026, 5:29 p.m.