Triple
T21200871
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Thai language |
E522450
|
entity |
| Predicate | isSpokenIn |
P7445
|
FINISHED |
| Object | Lamphun 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: Lamphun Province | Statement: [Northern Thai language, isSpokenIn, Lamphun Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lamphun Province Context triple: [Northern Thai language, isSpokenIn, Lamphun Province]
-
A.
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.
-
B.
Udon Thani province
Udon Thani province is a major administrative region in northeastern Thailand known as a commercial, transportation, and cultural hub of the Isan area.
-
C.
Khon Kaen province
Khon Kaen province is a major administrative and economic hub in northeastern Thailand, known for its universities, agriculture, and growing industrial development.
-
D.
Ratchaburi Province
Ratchaburi Province is a region in western Thailand known for its cultural heritage, cave temples, and traditional pottery.
-
E.
Lamphun
chosen
Lamphun is a historic provincial capital in northern Thailand, known for its ancient Hariphunchai kingdom heritage and well-preserved temples.
- 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.