Triple
T13765857
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo-Portage Metropolitan Statistical Area |
E330738
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Cooper Township, Michigan
Cooper Township, Michigan is a primarily residential community in Kalamazoo County that forms part of the broader Kalamazoo-Portage urban and economic region in southwestern Michigan.
|
E1058586
|
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: Cooper Township, Michigan | Statement: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, Cooper Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cooper Township, Michigan Context triple: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, Cooper Township, Michigan]
-
A.
Oakland Township, Michigan
Oakland Township, Michigan is a largely residential charter township in northeastern Oakland County known for its affluent communities, rolling landscapes, and extensive parks and nature preserves.
-
B.
Canton Township, Michigan
Canton Township, Michigan is a large suburban community in southeastern Michigan known for its rapid growth, diverse population, and location between Detroit and Ann Arbor.
-
C.
Lansing Township, Michigan
Lansing Township, Michigan is a charter township located adjacent to the city of Lansing in central Michigan, functioning as a suburban community within the Lansing metropolitan area.
-
D.
Macomb Township, Michigan
Macomb Township, Michigan is a rapidly growing suburban community in southeastern Michigan, located within the Detroit metropolitan area.
-
E.
Brownstown Township, Michigan
Brownstown Township, Michigan is a suburban community in southeastern Michigan that forms part of the Downriver area near Detroit.
- 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: Cooper Township, Michigan Triple: [Kalamazoo-Portage Metropolitan Statistical Area, containsTownship, Cooper Township, Michigan]
Generated description
Cooper Township, Michigan is a primarily residential community in Kalamazoo County that forms part of the broader Kalamazoo-Portage urban and economic region in southwestern Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cooper Township, Michigan Target entity description: Cooper Township, Michigan is a primarily residential community in Kalamazoo County that forms part of the broader Kalamazoo-Portage urban and economic region in southwestern Michigan.
-
A.
Oakland Township, Michigan
Oakland Township, Michigan is a largely residential charter township in northeastern Oakland County known for its affluent communities, rolling landscapes, and extensive parks and nature preserves.
-
B.
Canton Township, Michigan
Canton Township, Michigan is a large suburban community in southeastern Michigan known for its rapid growth, diverse population, and location between Detroit and Ann Arbor.
-
C.
Lansing Township, Michigan
Lansing Township, Michigan is a charter township located adjacent to the city of Lansing in central Michigan, functioning as a suburban community within the Lansing metropolitan area.
-
D.
Macomb Township, Michigan
Macomb Township, Michigan is a rapidly growing suburban community in southeastern Michigan, located within the Detroit metropolitan area.
-
E.
Brownstown Township, Michigan
Brownstown Township, Michigan is a suburban community in southeastern Michigan that forms part of the Downriver area near Detroit.
- 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_69d81c583b0081909e408a17db517a21 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de0227f2c48190983ccc9395e4e7a2 |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7a864c0ac81909e5fcd134ea66414 |
completed | May 3, 2026, 7:56 p.m. |
| NEDg | Description generation | batch_69f7a94390988190bcaedcda0b691fbb |
completed | May 3, 2026, 8 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7a9fe250c8190b66062e7fcea8d86 |
completed | May 3, 2026, 8:03 p.m. |
Created at: April 9, 2026, 10:10 p.m.