Triple
T7720151
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Satun province |
E174986
|
entity |
| Predicate | hasNeighborProvince |
P62207
|
FINISHED |
| Object | Pattani province |
E157448
|
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: Pattani province | Statement: [Satun province, hasNeighborProvince, Pattani province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pattani province Context triple: [Satun province, hasNeighborProvince, Pattani province]
-
A.
Pattani
chosen
Pattani is a historic coastal city in Thailand known for its Malay-Muslim cultural heritage and role as a regional trading and fishing center.
-
B.
Narathiwat
Narathiwat is a predominantly Malay-Muslim provincial capital in Thailand’s deep south, known for its coastal location near the Malaysian border and its role in the region’s cultural and political dynamics.
-
C.
Ang Thong Province
Ang Thong Province is a small, predominantly agricultural province in central Thailand known for its rice fields, traditional handicrafts, and important Buddhist temples.
-
D.
Nakhon Si Thammarat Province
Nakhon Si Thammarat Province is a historically significant province in southern Thailand, known for its ancient temples, cultural heritage, and coastal landscapes along the Gulf of Thailand.
-
E.
Phatthalung province
Phatthalung province is a largely rural, mountainous province in southern Thailand known for its wetlands, traditional shadow-puppet theatre (Nang Talung), and rich cultural heritage.
- 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_69c6995d541c81909eaa646b1a8369a9 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c708affd048190bf21bcc1796a3c39 |
completed | March 27, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9f798cbfc8190b1106298c3f211a5 |
completed | March 30, 2026, 4:10 a.m. |
Created at: March 27, 2026, 4:05 p.m.