Triple
T13047488
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lao–Isan cultural area |
E327360
|
entity |
| Predicate | hasMajorProvince |
P33670
|
FINISHED |
| Object | Sakon Nakhon Province |
E1083395
|
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: Sakon Nakhon Province | Statement: [Lao–Isan cultural area, hasMajorProvince, Sakon Nakhon Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sakon Nakhon Province Context triple: [Lao–Isan cultural area, hasMajorProvince, Sakon Nakhon Province]
-
A.
Sakon Nakhon province
chosen
Sakon Nakhon province is a largely rural region in northeastern Thailand known for its lakes, wetlands, and strong Buddhist and local cultural traditions.
-
B.
Nakhon Sawan Province
Nakhon Sawan Province is a central Thai province known as a key regional hub where major rivers converge and agriculture and trade are prominent.
-
C.
Nakhon Nayok Province
Nakhon Nayok Province is a small central Thai province known for its natural attractions, including waterfalls, mountains, and parts of Khao Yai National Park.
-
D.
Yasothon province
Yasothon province is a largely rural region of northeastern Thailand known for its rice farming and the annual Rocket Festival (Bun Bang Fai).
-
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_69d8076e64308190904fb5c93517c901 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d9805125e481908ed56f708de98a9e |
completed | April 10, 2026, 10:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fec869957481909ea4fded01851b70 |
completed | May 9, 2026, 5:38 a.m. |
Created at: April 9, 2026, 8:57 p.m.