Triple
T2406789
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thai Airways International |
E50293
|
entity |
| Predicate | secondaryHubAirport |
P8522
|
FINISHED |
| Object | Phuket International Airport |
E154486
|
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: Phuket International Airport | Statement: [Thai Airways International, secondaryHubAirport, Phuket International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phuket International Airport Context triple: [Thai Airways International, secondaryHubAirport, Phuket International Airport]
-
A.
Phuket International Airport
chosen
Phuket International Airport is a major international gateway serving the island of Phuket and the wider Andaman Sea region in southern Thailand.
-
B.
Krabi International Airport
Krabi International Airport is a major airport in southern Thailand that serves as the primary air gateway to the popular tourist destinations of Krabi Province and the Andaman Sea region.
-
C.
U-Tapao–Rayong–Pattaya International Airport
U-Tapao–Rayong–Pattaya International Airport is a major international and military airport in eastern Thailand that serves as the primary air gateway for Pattaya and the surrounding Rayong region.
-
D.
Hat Yai International Airport
Hat Yai International Airport is a major international and domestic air gateway serving the city of Hat Yai and the wider southern region of Thailand.
-
E.
Wattay International Airport
Wattay International Airport is the main international gateway to Laos, serving the capital city of Vientiane with regional and limited long-haul flights.
- 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: secondaryHubAirport Context triple: [Thai Airways International, secondaryHubAirport, Phuket International Airport]
-
A.
secondaryHub
chosen
Indicates that an entity functions as a secondary or backup hub in relation to a primary hub within a network or system.
-
B.
otherAirportOfCity
Indicates that the subject airport is another airport serving the same city as the object airport.
-
C.
hasMajorAirport
Indicates that a location possesses at least one significant airport that serves as a primary hub for air travel in that area.
-
D.
replacedAsMainAirportFor
Indicates that one airport has taken over the role of being the primary or main airport serving a particular area from another airport.
-
E.
airportServed
Indicates that a particular airport provides service to, or is used for air travel to and from, a given location or area.
- 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_69a88b0339a88190a1207333cd271cc9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abceab9ce881909ae0a2f34515c11e |
completed | March 7, 2026, 7:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef09b92048190acfa3a85417f259c |
completed | March 9, 2026, 4:08 p.m. |
| PD | Predicate disambiguation | batch_69abc5a530e8819094105aa92dfaf6b3 |
completed | March 7, 2026, 6:28 a.m. |
Created at: March 4, 2026, 7:58 p.m.