Triple
T19599118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Incheon International Airport Expressway |
E470420
|
entity |
| Predicate | hasTollGate |
P36751
|
FINISHED |
| Object | Incheon International Airport Tollgate |
E106680
|
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: Incheon International Airport Tollgate | Statement: [Incheon International Airport Expressway, hasTollGate, Incheon International Airport Tollgate]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Incheon International Airport Tollgate Context triple: [Incheon International Airport Expressway, hasTollGate, Incheon International Airport Tollgate]
-
A.
Incheon International Airport
chosen
Incheon International Airport is South Korea's largest and busiest international gateway, serving as a major global hub for passenger and cargo traffic in the Seoul metropolitan area.
-
B.
Gadeokdo New Airport
Gadeokdo New Airport is a planned major international airport project in South Korea intended to serve as a new aviation hub for the Busan region and southeastern Korea.
-
C.
Asiana Airport
Asiana Airport is an aviation-related company or facility associated with South Korea’s Kumho Asiana Group, likely involved in airport operation or services connected to Asiana Airlines.
-
D.
Daegu International Airport
Daegu International Airport is a regional airport in Daegu, South Korea, serving both domestic and limited international flights.
-
E.
Gimpo International Airport
Gimpo International Airport is a major airport serving the Seoul metropolitan area, primarily handling domestic flights and regional international routes.
- 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: hasTollGate Context triple: [Incheon International Airport Expressway, hasTollGate, Incheon International Airport Tollgate]
-
A.
hasToll
Indicates that the use, access, or passage associated with something requires payment of a toll or fee.
-
B.
hasTollBoothsAt
chosen
Indicates that toll booths are present at or associated with a particular location or segment of infrastructure.
-
C.
hasTollSegment
Indicates that a route, road, or path includes a segment where a toll must be paid.
-
D.
isTollFacilityOf
Indicates that a facility (such as a toll booth, plaza, or gantry) is part of, or used to collect tolls for, a specific toll road or toll transportation infrastructure.
-
E.
hasTollAgency
Indicates that a transportation facility or route is operated, managed, or overseen by a specific toll-collecting agency.
- 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_69d8e510024481908415c0d616fa6186 |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e6407d46188190b9818665b2a698a5 |
completed | April 20, 2026, 3:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a082dc1bff48190bab74ef0c347e1c4 |
completed | May 16, 2026, 8:41 a.m. |
| PD | Predicate disambiguation | batch_69e514e166dc8190a0f147e0b4c8bbe7 |
completed | April 19, 2026, 5:46 p.m. |
Created at: April 10, 2026, 1:43 p.m.