Triple
T3104307
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Korat, Thailand |
E64793
|
entity |
| Predicate | hasMilitaryInstallation |
P1869
|
FINISHED |
| Object |
Nakhon Ratchasima air base
Nakhon Ratchasima air base is a major Royal Thai Air Force installation located near the city of Nakhon Ratchasima in northeastern Thailand.
|
E327362
|
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: Nakhon Ratchasima air base | Statement: [Korat, Thailand, hasMilitaryInstallation, Nakhon Ratchasima air base]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nakhon Ratchasima air base Context triple: [Korat, Thailand, hasMilitaryInstallation, Nakhon Ratchasima air base]
-
A.
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.
-
B.
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.
-
C.
Chiang Mai International Airport
Chiang Mai International Airport is a major airport in northern Thailand that serves as the primary air gateway to the city of Chiang Mai and the surrounding region.
-
D.
Palam Airport
Palam Airport is the former name and original airfield of Delhi’s main international airport, now known as Indira Gandhi International Airport.
-
E.
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.
- 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: Nakhon Ratchasima air base Triple: [Korat, Thailand, hasMilitaryInstallation, Nakhon Ratchasima air base]
Generated description
Nakhon Ratchasima air base is a major Royal Thai Air Force installation located near the city of Nakhon Ratchasima in northeastern Thailand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nakhon Ratchasima air base Target entity description: Nakhon Ratchasima air base is a major Royal Thai Air Force installation located near the city of Nakhon Ratchasima in northeastern Thailand.
-
A.
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.
-
B.
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.
-
C.
Chiang Mai International Airport
Chiang Mai International Airport is a major airport in northern Thailand that serves as the primary air gateway to the city of Chiang Mai and the surrounding region.
-
D.
Palam Airport
Palam Airport is the former name and original airfield of Delhi’s main international airport, now known as Indira Gandhi International Airport.
-
E.
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.
- 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_69ad857eeaf48190b34ebfdaa7a264cf |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada26f376c8190a049399e33314d52 |
completed | March 8, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b203846a108190a97c30c463e119b1 |
completed | March 12, 2026, 12:06 a.m. |
| NEDg | Description generation | batch_69b20482147c8190852110e01c0988f3 |
completed | March 12, 2026, 12:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b205d86ab0819084a352c0b634a026 |
completed | March 12, 2026, 12:16 a.m. |
Created at: March 8, 2026, 3:03 p.m.