Triple
T11816847
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ho Chi Minh City metropolitan area |
E281021
|
entity |
| Predicate | plannedInternationalAirport |
P1813
|
FINISHED |
| Object | Long Thanh International Airport |
E891514
|
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: Long Thanh International Airport | Statement: [Ho Chi Minh City metropolitan area, plannedInternationalAirport, Long Thanh International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Long Thanh International Airport Context triple: [Ho Chi Minh City metropolitan area, plannedInternationalAirport, Long Thanh International Airport]
-
A.
Long Thanh International Airport
chosen
Long Thanh International Airport is a major new international aviation hub under construction in southern Vietnam, planned to relieve congestion at Ho Chi Minh City's Tan Son Nhat Airport and become one of the country's largest airports.
-
B.
Tan Son Nhat International Airport
Tan Son Nhat International Airport is the largest and busiest airport in Vietnam, serving as the primary international gateway to Ho Chi Minh City and the southern region of the country.
-
C.
Ca Mau Airport
Ca Mau Airport is a regional domestic airport in Vietnam’s southernmost province of Cà Mau, serving as an air transport hub for the Mekong Delta area.
-
D.
Lien Khuong Airport
Lien Khuong Airport is a regional airport serving Da Lat and the surrounding Central Highlands area of Vietnam.
-
E.
Rach Gia Airport
Rach Gia Airport is a regional airport in Vietnam that serves the city of Rạch Giá and nearby island destinations, including Phú Quốc.
- 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: plannedInternationalAirport Context triple: [Ho Chi Minh City metropolitan area, plannedInternationalAirport, Long Thanh International Airport]
-
A.
hasInternationalAirport
chosen
Indicates that a place possesses an airport that handles international flights and services cross-border air traffic.
-
B.
openedAsInternationalAirport
Indicates that an airport was inaugurated or began operations specifically as an international airport, serving international flights from its opening.
-
C.
isInternationalAirportCode
Indicates that a given code designates an airport in the standardized international airport coding system (such as IATA or ICAO).
-
D.
parentAirport
Indicates that one airport serves as the primary or overarching facility from which another, subsidiary or associated airport is derived or managed.
-
E.
airSupportPlannedFrom
Indicates that air support operations are scheduled or intended to be provided starting from a specified source or location.
- 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_69d6ab26aae88190b2489efcb2a24234 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a658f918819092c2db05fe2ab0ce |
completed | April 10, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f16705cc888190b84537bd3cfbe1c2 |
completed | April 29, 2026, 2:03 a.m. |
| PD | Predicate disambiguation | batch_69d8a24e9a088190aff7932d1ff93dbf |
completed | April 10, 2026, 7:10 a.m. |
Created at: April 8, 2026, 9:42 p.m.