Triple
T9847226
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo City Commission |
E239368
|
entity |
| Predicate | governmentBodyFor |
P18964
|
FINISHED |
| Object | City of Kalamazoo administration |
E239368
|
NE FINISHED |
How this triple was built (2 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: City of Kalamazoo administration | Statement: [Kalamazoo City Commission, governmentBodyFor, City of Kalamazoo administration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Kalamazoo administration Context triple: [Kalamazoo City Commission, governmentBodyFor, City of Kalamazoo administration]
-
A.
Kalamazoo City Commission
chosen
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.
-
B.
Kalamazoo County Board of Commissioners
The Kalamazoo County Board of Commissioners is the elected legislative body responsible for setting policy, budgets, and overall direction for Kalamazoo County, Michigan.
-
C.
Kalamazoo Public Schools
Kalamazoo Public Schools is a public school district serving the city of Kalamazoo, Michigan, known for initiatives like the Kalamazoo Promise scholarship program.
-
D.
Kalamazoo County Parks system
The Kalamazoo County Parks system is a network of public parks and recreational areas in Kalamazoo County, Michigan, offering outdoor activities, natural preservation, and community facilities for residents and visitors.
-
E.
Kalamazoo, Michigan, United States
Kalamazoo, Michigan, United States is a mid-sized city in southwestern Michigan known for its historic manufacturing base, vibrant arts and education scene, and as the home of Western Michigan University.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca84e3f0c48190ada72a65ebd50efd |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb362d81081908f41cc25baca5fda |
completed | April 2, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5e6279c8190adb7e79ac1161bfa |
completed | April 5, 2026, 3:24 a.m. |
Created at: March 30, 2026, 8:34 p.m.