Triple
T7839944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phatthalung province |
E181779
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Satun province |
E174986
|
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: Satun province | Statement: [Phatthalung province, borderedBy, Satun province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Satun province Context triple: [Phatthalung province, borderedBy, Satun province]
-
A.
Satun province
chosen
Satun province is a coastal province in southern Thailand known for its tranquil islands, marine national parks, and cultural ties to Malaysia.
-
B.
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.
-
C.
Ranong province
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.
-
D.
Trat Province
Trat Province is Thailand’s easternmost coastal province, known for its border with Cambodia and its popular island destinations such as Ko Chang.
-
E.
Uttaradit province
Uttaradit province is a largely rural region in northern Thailand known for its mountainous landscapes, teak forests, and longan fruit cultivation.
- 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_69ca8285d6488190a95d4c02d7354b53 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb14c4680481908628d22bbe4842f4 |
completed | March 31, 2026, 12:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbdf0394348190b5928ffb9e3df45e |
completed | March 31, 2026, 2:49 p.m. |
Created at: March 30, 2026, 4:47 p.m.