Triple
T6550126
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Thailand insurgency |
E151108
|
entity |
| Predicate | locatedInProvinces |
P20236
|
FINISHED |
| Object | Narathiwat |
E159713
|
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: Narathiwat | Statement: [South Thailand insurgency, locatedInProvinces, Narathiwat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Narathiwat Context triple: [South Thailand insurgency, locatedInProvinces, Narathiwat]
-
A.
Narathiwat
chosen
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.
-
B.
Pattani
Pattani is a historic coastal city in Thailand known for its Malay-Muslim cultural heritage and role as a regional trading and fishing center.
-
C.
Songkhla
Songkhla is a historic coastal city in southern Thailand known for its fishing industry, cultural heritage, and role as a regional economic and educational center.
-
D.
Surat Thani
Surat Thani is a major city in southern Thailand that serves as a key transport and commercial hub and gateway to popular Gulf of Thailand islands like Ko Samui.
-
E.
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.
- 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_69c687f3fd60819083bfa583e5bcfa71 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6d0a262808190a33ac94374affde4 |
completed | March 27, 2026, 6:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7488992c48190a59b277f65cd0b36 |
completed | March 28, 2026, 3:18 a.m. |
Created at: March 27, 2026, 1:51 p.m.