Triple
T7720150
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Satun province |
E174986
|
entity |
| Predicate | hasNeighborProvince |
P62207
|
FINISHED |
| Object | Phatthalung province |
E181779
|
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: Phatthalung province | Statement: [Satun province, hasNeighborProvince, Phatthalung province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phatthalung province Context triple: [Satun province, hasNeighborProvince, Phatthalung province]
-
A.
Phatthalung province
chosen
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.
-
B.
Phetchaburi Province
Phetchaburi Province is a coastal province in western Thailand known for its historic temples, royal palaces, and national parks along the Gulf of Thailand.
-
C.
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.
-
D.
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.
-
E.
Ratchaburi Province
Ratchaburi Province is a region in western Thailand known for its cultural heritage, cave temples, and traditional pottery.
- 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_69c9eeaf4bac8190a55c83b90cf17070 |
completed | March 30, 2026, 3:31 a.m. |
Created at: March 27, 2026, 4:05 p.m.