Triple
T8035011
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kentwood, Michigan |
E187083
|
entity |
| Predicate | transportation |
P230
|
FINISHED |
| Object | Gerald R. Ford International Airport vicinity |
E34963
|
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: Gerald R. Ford International Airport vicinity | Statement: [Kentwood, Michigan, transportation, Gerald R. Ford International Airport vicinity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gerald R. Ford International Airport vicinity Context triple: [Kentwood, Michigan, transportation, Gerald R. Ford International Airport vicinity]
-
A.
Gerald R. Ford International Airport
chosen
Gerald R. Ford International Airport is the primary commercial airport serving the Grand Rapids metropolitan area and western Michigan.
-
B.
Chandler Municipal Airport
Chandler Municipal Airport is a public general aviation airport serving the city of Chandler, Arizona, primarily accommodating private, corporate, and flight-training aircraft.
-
C.
Fremont Municipal Airport
Fremont Municipal Airport is a public-use airport serving general aviation needs for the city of Fremont and the surrounding region in eastern Nebraska.
-
D.
Phoenix Deer Valley Airport
Phoenix Deer Valley Airport is a busy general aviation airport in Phoenix, Arizona, serving as a major hub for private, corporate, and flight-training operations.
-
E.
Palmer Municipal Airport
Palmer Municipal Airport is a public-use airport serving the city of Palmer and the surrounding Matanuska-Susitna Valley region in Alaska.
- 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_69ca82ae2d1081909dbfee42b41db419 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3ef50f4c8190a895ac301f182734 |
completed | March 31, 2026, 3:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc56f493908190b68e791cdbe725fa |
completed | March 31, 2026, 11:21 p.m. |
Created at: March 30, 2026, 5:22 p.m.