Triple
T9877824
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo/Battle Creek International Airport |
E240117
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Battle Creek, Michigan |
E50095
|
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: Battle Creek, Michigan | Statement: [Kalamazoo/Battle Creek International Airport, serves, Battle Creek, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle Creek, Michigan Context triple: [Kalamazoo/Battle Creek International Airport, serves, Battle Creek, Michigan]
-
A.
Battle Creek
chosen
Battle Creek is a mid-sized city in south-central Michigan known historically for its cereal industry and as the headquarters of Kellogg Company.
-
B.
Battle Creek
Battle Creek is a stream in Maryland that flows through the Battle Creek Cypress Swamp Sanctuary, supporting its unique wetland ecosystem.
-
C.
St. Johns, Michigan
St. Johns, Michigan is a small Midwestern city in central Michigan known for its agricultural roots and role as the governmental and commercial hub of the surrounding rural area.
-
D.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
E.
Kingsford, Michigan
Kingsford, Michigan is a small city in Michigan’s Upper Peninsula known historically for its ties to the Ford Motor Company and its proximity to Iron Mountain.
- 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_69ca84e8a0788190b9061811d50fd554 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb411fc78819082c52ae4233a6550 |
completed | April 2, 2026, 12:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1e480ead08190992eb43ea3eac38b |
completed | April 5, 2026, 4:26 a.m. |
Created at: March 30, 2026, 8:37 p.m.