Triple
T12780302
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berrien County, Michigan |
E305487
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Berrien Township, Michigan
Berrien Township, Michigan is a rural civil township in Berrien County known for its agricultural landscape and small-community character in the southwestern part of the state.
|
E1033965
|
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 Township, Michigan | Statement: [Berrien County, Michigan, containsTownship, Berrien Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berrien Township, Michigan Context triple: [Berrien County, Michigan, containsTownship, Berrien Township, Michigan]
-
A.
Van Buren Township, Michigan
Van Buren Township, Michigan is a charter township in Wayne County in the Detroit metropolitan area, known for encompassing parts of Belleville Lake and the Willow Run Airport region.
-
B.
Bois Blanc Township, Michigan
Bois Blanc Township, Michigan is a small, sparsely populated township encompassing Bois Blanc Island in Lake Huron, known for its remote, forested landscape and outdoor recreation.
-
C.
Brownstown Township, Michigan
Brownstown Township, Michigan is a suburban community in southeastern Michigan that forms part of the Downriver area near Detroit.
-
D.
Calumet Township, Michigan
Calumet Township, Michigan is a historic township on the Keweenaw Peninsula known for its copper mining heritage and location near the village of Calumet in Michigan’s Upper Peninsula.
-
E.
Bloomfield Township, Michigan
Bloomfield Township, Michigan is an affluent suburban community in southeastern Michigan known for its residential neighborhoods, lakes, and proximity to the Detroit metropolitan area.
- 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 Township, Michigan Triple: [Berrien County, Michigan, containsTownship, Berrien Township, Michigan]
Generated description
Berrien Township, Michigan is a rural civil township in Berrien County known for its agricultural landscape and small-community character in the southwestern part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berrien Township, Michigan Target entity description: Berrien Township, Michigan is a rural civil township in Berrien County known for its agricultural landscape and small-community character in the southwestern part of the state.
-
A.
Van Buren Township, Michigan
Van Buren Township, Michigan is a charter township in Wayne County in the Detroit metropolitan area, known for encompassing parts of Belleville Lake and the Willow Run Airport region.
-
B.
Bois Blanc Township, Michigan
Bois Blanc Township, Michigan is a small, sparsely populated township encompassing Bois Blanc Island in Lake Huron, known for its remote, forested landscape and outdoor recreation.
-
C.
Brownstown Township, Michigan
Brownstown Township, Michigan is a suburban community in southeastern Michigan that forms part of the Downriver area near Detroit.
-
D.
Calumet Township, Michigan
Calumet Township, Michigan is a historic township on the Keweenaw Peninsula known for its copper mining heritage and location near the village of Calumet in Michigan’s Upper Peninsula.
-
E.
Bloomfield Township, Michigan
Bloomfield Township, Michigan is an affluent suburban community in southeastern Michigan known for its residential neighborhoods, lakes, and proximity to the Detroit metropolitan area.
- 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_69f716b3d28881908053df1928b18264 |
completed | May 3, 2026, 9:34 a.m. |
| NEDg | Description generation | batch_69f71af8d8c08190ae3fbc9767d783f5 |
completed | May 3, 2026, 9:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f71b6dcc588190aa9274969f18b0ef |
completed | May 3, 2026, 9:54 a.m. |
Created at: April 9, 2026, 5:29 p.m.