Triple
T13047202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northeastern Thailand |
E327355
|
entity |
| Predicate | containsProvince |
P11085
|
FINISHED |
| Object | Loei province |
E957510
|
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: Loei province | Statement: [Northeastern Thailand, containsProvince, Loei province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loei province Context triple: [Northeastern Thailand, containsProvince, Loei province]
-
A.
Loei Province
chosen
Loei Province is a mountainous and sparsely populated province in northeastern Thailand, known for its cool climate, misty peaks, and scenic national parks.
-
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.
Phitsanulok province
Phitsanulok province is a historically significant and agriculturally rich province in lower northern Thailand, known as a regional transport hub and gateway between the north and central regions.
-
D.
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.
-
E.
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.
- 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_69fcdee8d1408190942ff455e7b1b6e2 |
completed | May 7, 2026, 6:50 p.m. |
Created at: April 9, 2026, 8:57 p.m.