Triple
T22112020
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cha-am Hua Hin, Thailand |
E546440
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Prachuap Khiri Khan Province |
—
|
NE NERFINISHED |
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: Prachuap Khiri Khan Province | Statement: [Cha-am Hua Hin, Thailand, locatedIn, Prachuap Khiri Khan Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prachuap Khiri Khan Province Context triple: [Cha-am Hua Hin, Thailand, locatedIn, Prachuap Khiri Khan Province]
-
A.
Prachuap Khiri Khan Province
chosen
Prachuap Khiri Khan Province is a coastal province in central Thailand known for its long Gulf of Thailand shoreline, popular beach resort town of Hua Hin, and royal residences.
-
B.
Chachoengsao Province
Chachoengsao Province is a central Thai province east of Bangkok, known for its fertile agricultural lands, historic temples, and location within the lower Chao Phraya River basin.
-
C.
Ratchaburi Province
Ratchaburi Province is a region in western Thailand known for its cultural heritage, cave temples, and traditional pottery.
-
D.
Buriram Province
Buriram Province is a northeastern region of Thailand known for its rich Khmer heritage, historical temples, and passionate football culture.
-
E.
Chonburi Province
Chonburi Province is a coastal region in eastern Thailand known for its major tourist destinations, industrial zones, and proximity to Bangkok.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e38b3848190ac3a4fa97d56e65a |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1294ae7608190901745384a023bab |
completed | April 28, 2026, 9:40 p.m. |
Created at: April 16, 2026, 8:31 p.m.