Triple
T7789380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phang Nga |
E187336
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Ranong province |
E178430
|
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: Ranong province | Statement: [Phang Nga, borderedBy, Ranong province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ranong province Context triple: [Phang Nga, borderedBy, Ranong province]
-
A.
Ranong province
chosen
Ranong province is a coastal province in southern Thailand known for its mountainous rainforest terrain, high rainfall, and location along the Andaman Sea near the Myanmar border.
-
B.
Phrae province
Phrae province is a largely rural, historically rich region in northern Thailand known for its well-preserved teakwood architecture, quiet charm, and traditional Lanna culture.
-
C.
Phetchabun province
Phetchabun province is a largely mountainous region in north-central Thailand known for its cool climate, national parks, and agricultural production, especially cabbage and tamarind.
-
D.
Buriram Province
Buriram Province is a northeastern region of Thailand known for its rich Khmer heritage, historical temples, and passionate football culture.
-
E.
Nan province
Nan province is a mountainous, sparsely populated region of northern Thailand known for its remote river valleys, traditional Tai Lue culture, and forested national parks along the Lao border.
- 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_69ca82af2d2c8190963861f5e0b8bf21 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cae7ea13f08190a60c5f1863bce816 |
completed | March 30, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb59f230d48190ad4cb08e9e73f19e |
completed | March 31, 2026, 5:21 a.m. |
Created at: March 30, 2026, 4:25 p.m.