Triple
T2149899
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo |
E47154
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Kalamazoo City Commission
The Kalamazoo City Commission is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing the governance of the city of Kalamazoo, Michigan.
|
E239368
|
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: Kalamazoo City Commission | Statement: [Kalamazoo, governingBody, Kalamazoo City Commission]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kalamazoo City Commission Context triple: [Kalamazoo, governingBody, Kalamazoo City Commission]
-
A.
Traverse City Commission
The Traverse City Commission is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing city administration in Traverse City, Michigan.
-
B.
Flint City Council
Flint City Council is the elected legislative body responsible for creating local laws, setting policies, and overseeing municipal governance in the city of Flint, Michigan.
-
C.
Kalamazoo
Kalamazoo is a mid-sized city in southwestern Michigan known for its historic downtown, educational institutions like Western Michigan University, and a legacy of manufacturing and craft beer.
-
D.
Genesee County Board of Commissioners
The Genesee County Board of Commissioners is the elected governing body responsible for setting policy, approving budgets, and overseeing county services and administration in Genesee County, Michigan.
-
E.
Detroit City Council
The Detroit City Council is the city's elected legislative body responsible for passing local laws, approving budgets, and overseeing municipal governance in Detroit, Michigan.
- 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: Kalamazoo City Commission Triple: [Kalamazoo, governingBody, Kalamazoo City Commission]
Generated description
The Kalamazoo City Commission is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing the governance of the city of Kalamazoo, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kalamazoo City Commission Target entity description: The Kalamazoo City Commission is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing the governance of the city of Kalamazoo, Michigan.
-
A.
Traverse City Commission
The Traverse City Commission is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing city administration in Traverse City, Michigan.
-
B.
Flint City Council
Flint City Council is the elected legislative body responsible for creating local laws, setting policies, and overseeing municipal governance in the city of Flint, Michigan.
-
C.
Kalamazoo
Kalamazoo is a mid-sized city in southwestern Michigan known for its historic downtown, educational institutions like Western Michigan University, and a legacy of manufacturing and craft beer.
-
D.
Genesee County Board of Commissioners
The Genesee County Board of Commissioners is the elected governing body responsible for setting policy, approving budgets, and overseeing county services and administration in Genesee County, Michigan.
-
E.
Detroit City Council
The Detroit City Council is the city's elected legislative body responsible for passing local laws, approving budgets, and overseeing municipal governance in Detroit, Michigan.
- 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_69a88a1933e0819094f18426ed74180f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe45dbf481909c0da056a1a99ece |
completed | March 7, 2026, 5:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58dc0b608190b5c6aed5b6b034fd |
completed | March 9, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69ae599c6b288190b7e173ffc505c605 |
completed | March 9, 2026, 5:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5a446350819080cdacd9a98f8de2 |
completed | March 9, 2026, 5:27 a.m. |
Created at: March 4, 2026, 7:44 p.m.