Triple
T2688580
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Midland, Michigan |
E57541
|
entity |
| Predicate | servedByAirport |
P281
|
FINISHED |
| Object | MBS International Airport |
E254758
|
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: MBS International Airport | Statement: [Midland, Michigan, servedByAirport, MBS International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MBS International Airport Context triple: [Midland, Michigan, servedByAirport, MBS International Airport]
-
A.
MBS International Airport
chosen
MBS International Airport is a regional airport in Michigan’s Tri-Cities area that serves commercial and general aviation traffic for communities including Bay City, Midland, and Saginaw.
-
B.
MacArthur Airport
MacArthur Airport is a public airport on Long Island that serves as a regional alternative to New York City’s major airports, handling commercial and general aviation traffic for Suffolk County and surrounding areas.
-
C.
Kobe Airport
Kobe Airport is a regional airport located on an artificial island off the coast of Kobe, Japan, primarily serving domestic flights.
-
D.
Antonio B. Won Pat International Airport
Antonio B. Won Pat International Airport is the primary commercial airport serving Guam and a major hub for air travel in the Western Pacific.
-
E.
Senai International Airport
Senai International Airport is a major airport in the Malaysian state of Johor that serves the city of Johor Bahru and the surrounding southern region as a key domestic and regional air travel hub.
- 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_69ab4a5028388190a36f3baf1588309e |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9f1ba3081909a349a2f30f8f9c9 |
completed | March 7, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc4137cc8190a67bf8be5d8e062c |
completed | March 11, 2026, 5:23 a.m. |
Created at: March 6, 2026, 9:54 p.m.