Triple
T13765829
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo-Portage Metropolitan Statistical Area |
E330738
|
entity |
| Predicate | servedByAirport |
P281
|
FINISHED |
| Object | Kalamazoo/Battle Creek International Airport |
E240117
|
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: Kalamazoo/Battle Creek International Airport | Statement: [Kalamazoo-Portage Metropolitan Statistical Area, servedByAirport, Kalamazoo/Battle Creek International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kalamazoo/Battle Creek International Airport Context triple: [Kalamazoo-Portage Metropolitan Statistical Area, servedByAirport, Kalamazoo/Battle Creek International Airport]
-
A.
Kalamazoo/Battle Creek International Airport
chosen
Kalamazoo/Battle Creek International Airport is a regional airport in southwest Michigan that provides commercial air service to the Kalamazoo and Battle Creek metropolitan areas.
-
B.
Southwest Michigan Regional Airport
Southwest Michigan Regional Airport is a public airport serving the Benton Harbor–St. Joseph area of southwest Michigan, providing general aviation and limited commercial services.
-
C.
Muskegon County Airport
Muskegon County Airport is a public regional airport serving commercial and general aviation needs for the Muskegon, Michigan area.
-
D.
Grand Rapids Gerald R. Ford International Airport
Grand Rapids Gerald R. Ford International Airport is a commercial airport in Grand Rapids, Michigan, serving as a key regional hub for passenger air travel in western Michigan.
-
E.
Ann Arbor Municipal Airport
Ann Arbor Municipal Airport is a public general aviation airport serving the city of Ann Arbor and its surrounding metropolitan area in Michigan.
- 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_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. |
Created at: April 9, 2026, 10:10 p.m.