Triple
T19425603
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Puerto Vallarta–San Francisco–Seattle |
E485971
|
entity |
| Predicate | airlineHubOnRoute |
P98612
|
FINISHED |
| Object | Seattle–Tacoma International Airport |
—
|
NE NERFINISHED |
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: Seattle–Tacoma International Airport | Statement: [Puerto Vallarta–San Francisco–Seattle, airlineHubOnRoute, Seattle–Tacoma International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Seattle–Tacoma International Airport Context triple: [Puerto Vallarta–San Francisco–Seattle, airlineHubOnRoute, Seattle–Tacoma International Airport]
-
A.
Seattle–Tacoma International Airport
chosen
Seattle–Tacoma International Airport is a major international airport in the Pacific Northwest of the United States, serving the Seattle metropolitan area as a key gateway for domestic and transpacific flights.
-
B.
King County International Airport
King County International Airport is a major general aviation and cargo airport in Seattle, Washington, widely known as Boeing Field and historically significant as a key facility for The Boeing Company.
-
C.
Renton Municipal Airport
Renton Municipal Airport is a public airport in Renton, Washington, best known for serving general aviation and supporting nearby Boeing aircraft manufacturing and testing operations.
-
D.
Tacoma Narrows Airport
Tacoma Narrows Airport is a public general aviation airport serving the Tacoma area in Pierce County, Washington, primarily used by private, corporate, and instructional aircraft rather than commercial airlines.
-
E.
Spokane International Airport
Spokane International Airport is a commercial airport serving the Spokane metropolitan area and the Inland Northwest region of Washington state.
- 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: airlineHubOnRoute Context triple: [Puerto Vallarta–San Francisco–Seattle, airlineHubOnRoute, Seattle–Tacoma International Airport]
-
A.
airlineHubRoute
chosen
Indicates a route that connects an airline’s designated hub airport with another airport in its network.
-
B.
airlineHub
Indicates that a particular location (typically an airport or city) serves as a central hub or primary operational base for an airline.
-
C.
secondaryHubOfAirline
Indicates that an airport serves as a secondary operational hub for a particular airline, supporting but not replacing its primary hub activities.
-
D.
associatedAirportPrimaryHubFor
Indicates that an airport serves as the primary hub for a particular airline or transportation operator.
-
E.
associatedHubAirport
Indicates that one entity serves as a primary or hub airport functionally linked to the other entity.
- F. None of above.
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_69d8e8d688f881909c85104a62e09d8a |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e63218772c8190a48b6cb01bd12b73 |
completed | April 20, 2026, 2:03 p.m. |
| PD | Predicate disambiguation | batch_69e4fd68b1f881908d273de1fee81a75 |
completed | April 19, 2026, 4:06 p.m. |
Created at: April 10, 2026, 1:37 p.m.