Triple
T238989
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USMIA |
E4885
|
entity |
| Predicate | associatedWithAirport |
P6864
|
FINISHED |
| Object | Miami International Airport |
E25331
|
NE FINISHED |
How this triple was built (3 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: Miami International Airport | Statement: [USMIA, associatedWithAirport, Miami International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Miami International Airport Context triple: [USMIA, associatedWithAirport, Miami International Airport]
-
A.
Miami International Airport
chosen
Miami International Airport is a major U.S. airport in Miami, Florida, serving as a key international gateway—especially to Latin America and the Caribbean—and a primary hub for American Airlines.
-
B.
Fort Lauderdale–Hollywood International Airport
Fort Lauderdale–Hollywood International Airport is a major commercial airport in South Florida serving the Fort Lauderdale and Hollywood areas as a key hub for domestic and international travel.
-
C.
L.F. Wade International Airport
L.F. Wade International Airport is the primary international gateway to Bermuda, serving as the island territory’s main commercial airport for passenger and cargo flights.
-
D.
Orlando International Airport
Orlando International Airport is a major commercial airport in Orlando, Florida, serving as a primary gateway for tourists visiting Central Florida attractions such as Walt Disney World and Universal Orlando.
-
E.
Tampa International Airport
Tampa International Airport is a major public airport serving the Tampa Bay area in Florida, known for its passenger-friendly design and extensive domestic and limited international flight connections.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: associatedWithAirport Context triple: [USMIA, associatedWithAirport, Miami International Airport]
-
A.
airportServed
Indicates that a particular airport provides service to, or is used for air travel to and from, a given location or area.
-
B.
servesAirport
chosen
Indicates that a transportation service or route provides access to and operates for a particular airport.
-
C.
airportLocatedIn
Indicates that an airport is geographically situated within a specific administrative or territorial area.
-
D.
hasFormerAirport
Indicates that an entity previously had an airport that is no longer in operation or no longer exists.
-
E.
airportRole
Indicates that an entity serves a specific functional role or capacity within the context of an airport.
- F. None of above.
Provenance (4 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_69a257c3d0708190b0871c4269d273e6 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NER | Named-entity recognition | batch_69a25dacf60c8190a5c3ef455b9a8b20 |
completed | Feb. 28, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3f0a0fd6081908b672fe7106a0c74 |
completed | March 1, 2026, 7:54 a.m. |
| PD | Predicate disambiguation | batch_69a25b5f27208190ae13f34037fe582b |
completed | Feb. 28, 2026, 3:05 a.m. |
Created at: Feb. 28, 2026, 2:53 a.m.