Triple
T9816794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Niles, Ohio |
E238424
|
entity |
| Predicate | hasNearbyAirport |
P4363
|
FINISHED |
| Object | Youngstown–Warren Regional Airport |
E613215
|
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: Youngstown–Warren Regional Airport | Statement: [Niles, Ohio, hasNearbyAirport, Youngstown–Warren Regional Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Youngstown–Warren Regional Airport Context triple: [Niles, Ohio, hasNearbyAirport, Youngstown–Warren Regional Airport]
-
A.
Youngstown–Warren Regional Airport
chosen
Youngstown–Warren Regional Airport is a public airport in northeastern Ohio serving the Youngstown–Warren metropolitan area and the broader Mahoning Valley region.
-
B.
Akron–Canton Airport
Akron–Canton Airport is a regional airport in northeastern Ohio serving the Akron and Canton metropolitan areas with commercial passenger flights.
-
C.
Akron Fulton International Airport
Akron Fulton International Airport is a public airport in Akron, Ohio, primarily serving general aviation and corporate aircraft rather than major commercial airline traffic.
-
D.
Wheeling Ohio County Airport
Wheeling Ohio County Airport is a public airport serving the Wheeling area in Ohio County, West Virginia, providing general aviation and regional air services.
-
E.
Cincinnati Municipal Lunken Airport
Cincinnati Municipal Lunken Airport is a public airport serving the Cincinnati, Ohio area, known primarily for general aviation, corporate, and charter flights.
- 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_69ca84dfde1481909f47c286d715f892 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb2f4a1548190a5afc5ee0d7da392 |
completed | April 2, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1cc6c64dc8190979be34255dc22e5 |
completed | April 5, 2026, 2:43 a.m. |
Created at: March 30, 2026, 8:30 p.m.