Triple
T7834039
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ao Nang Beach |
E181644
|
entity |
| Predicate | hasTransportConnection |
P845
|
FINISHED |
| Object | Krabi International Airport |
E183265
|
NE FINISHED |
How this triple was built (2 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: Krabi International Airport | Statement: [Ao Nang Beach, hasTransportConnection, Krabi International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Krabi International Airport Context triple: [Ao Nang Beach, hasTransportConnection, Krabi International Airport]
-
A.
Krabi International Airport
chosen
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.
-
B.
Surat Thani Airport
Surat Thani Airport is a regional international airport in southern Thailand that serves as a key gateway to Surat Thani Province and nearby Gulf of Thailand islands such as Koh Samui and Koh Phangan.
-
C.
Phuket International Airport
Phuket International Airport is a major international gateway serving the island of Phuket and the wider Andaman Sea region in southern Thailand.
-
D.
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.
-
E.
Chumphon Airport
Chumphon Airport is a regional airport in southern Thailand that serves as a gateway to Chumphon province and nearby Gulf of Thailand destinations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69ca8284a25c8190a1a20afad30da792 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb064a47648190af2ca2b336584a92 |
completed | March 30, 2026, 11:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5a9b7bb081909d6aa066ee064093 |
completed | March 31, 2026, 5:24 a.m. |
Created at: March 30, 2026, 4:45 p.m.