Triple
T21200870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Thai language |
E522450
|
entity |
| Predicate | isSpokenIn |
P7445
|
FINISHED |
| Object | Lampang Province |
—
|
NE NERFINISHED |
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: Lampang Province | Statement: [Northern Thai language, isSpokenIn, Lampang Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lampang Province Context triple: [Northern Thai language, isSpokenIn, Lampang Province]
-
A.
Lampang
chosen
Lampang is a historic provincial city in northern Thailand known for its well-preserved Lanna architecture, horse-drawn carriages, and important Buddhist temples.
-
B.
Loei Province
Loei Province is a mountainous and sparsely populated province in northeastern Thailand, known for its cool climate, misty peaks, and scenic national parks.
-
C.
Phatthalung province
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.
-
D.
Nakhon Phanom province
Nakhon Phanom province is a largely rural Thai province along the Mekong River, known for its scenic riverfront, diverse ethnic cultures, and historical significance as a former Indochina border outpost.
-
E.
Chaiyaphum province
Chaiyaphum province is a largely rural region of northeastern Thailand known for its mountainous landscapes, national parks, and seasonal fields of blooming Siam tulips.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b5112d8881909510b2dcdc93106d |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e73430c5a08190aeb6a62eec0f43a3 |
completed | April 21, 2026, 8:24 a.m. |
Created at: April 16, 2026, 3:18 p.m.