Triple
T12500343
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bangkok Airways |
E298802
|
entity |
| Predicate | operatesAirport |
P38515
|
FINISHED |
| Object |
Sukhothai Airport
Sukhothai Airport is a regional airport in northern Thailand that serves the Sukhothai area and is privately owned and operated by Bangkok Airways.
|
E1014259
|
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: Sukhothai Airport | Statement: [Bangkok Airways, operatesAirport, Sukhothai Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sukhothai Airport Context triple: [Bangkok Airways, operatesAirport, Sukhothai Airport]
-
A.
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.
-
B.
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.
-
C.
Mae Hong Son Airport
Mae Hong Son Airport is a small regional airport in northern Thailand that serves the town of Mae Hong Son and connects the remote, mountainous province to other parts of the country.
-
D.
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.
-
E.
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.
- 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: Sukhothai Airport Triple: [Bangkok Airways, operatesAirport, Sukhothai Airport]
Generated description
Sukhothai Airport is a regional airport in northern Thailand that serves the Sukhothai area and is privately owned and operated by Bangkok Airways.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sukhothai Airport Target entity description: Sukhothai Airport is a regional airport in northern Thailand that serves the Sukhothai area and is privately owned and operated by Bangkok Airways.
-
A.
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.
-
B.
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.
-
C.
Mae Hong Son Airport
Mae Hong Son Airport is a small regional airport in northern Thailand that serves the town of Mae Hong Son and connects the remote, mountainous province to other parts of the country.
-
D.
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.
-
E.
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.
- 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_69d6ada4cd388190ae3bbf83ff87057a |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94dfbb2a48190a231b02cfa990565 |
completed | April 10, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8be566c81908fba8e8caabbd93c |
completed | May 3, 2026, 2:53 a.m. |
| NEDg | Description generation | batch_69f6b9a1ca54819085da2ca592bf5219 |
completed | May 3, 2026, 2:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6bb304f7c8190a02aa2c5f71cea89 |
completed | May 3, 2026, 3:04 a.m. |
Created at: April 8, 2026, 9:57 p.m.