Triple
T7506521
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chumphon province |
E177403
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
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.
|
E668884
|
NE FINISHED |
How this triple was built (4 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: Chumphon Airport | Statement: [Chumphon province, hasAirport, Chumphon Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chumphon Airport Context triple: [Chumphon province, hasAirport, Chumphon Airport]
-
A.
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.
-
B.
Nakhon Si Thammarat Airport
Nakhon Si Thammarat Airport is a regional domestic airport in southern Thailand serving the city and province of Nakhon Si Thammarat.
-
C.
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.
-
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.
Mae Sot Airport
Mae Sot Airport is a regional airport in western Thailand that serves the town of Mae Sot and acts as a gateway to the nearby Thai-Myanmar border region.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Chumphon Airport Triple: [Chumphon province, hasAirport, Chumphon Airport]
Generated description
Chumphon Airport is a regional airport in southern Thailand that serves as a gateway to Chumphon province and nearby Gulf of Thailand destinations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chumphon Airport Target entity description: Chumphon Airport is a regional airport in southern Thailand that serves as a gateway to Chumphon province and nearby Gulf of Thailand destinations.
-
A.
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.
-
B.
Nakhon Si Thammarat Airport
Nakhon Si Thammarat Airport is a regional domestic airport in southern Thailand serving the city and province of Nakhon Si Thammarat.
-
C.
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.
-
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.
Mae Sot Airport
Mae Sot Airport is a regional airport in western Thailand that serves the town of Mae Sot and acts as a gateway to the nearby Thai-Myanmar border region.
- F. None of above. chosen
Provenance (5 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_69c69f276b108190af2cc790b6554544 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f5b76a288190bb3608a5e3bfa212 |
completed | March 27, 2026, 9:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83ca243288190bb253f4d91701407 |
completed | March 28, 2026, 8:40 p.m. |
| NEDg | Description generation | batch_69c83d5884a88190a22c0fb54f9731c7 |
completed | March 28, 2026, 8:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c84071abb88190a2dadd57ff088f3d |
completed | March 28, 2026, 8:56 p.m. |
Created at: March 27, 2026, 3:45 p.m.