Triple
T13047484
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lao–Isan cultural area |
E327360
|
entity |
| Predicate | hasMajorProvince |
P33670
|
FINISHED |
| Object | Khon Kaen Province |
E1074453
|
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: Khon Kaen Province | Statement: [Lao–Isan cultural area, hasMajorProvince, Khon Kaen Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khon Kaen Province Context triple: [Lao–Isan cultural area, hasMajorProvince, Khon Kaen Province]
-
A.
Khon Kaen province
chosen
Khon Kaen province is a major administrative and economic hub in northeastern Thailand, known for its universities, agriculture, and growing industrial development.
-
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.
Bueng Kan province
Bueng Kan province is a relatively new and sparsely populated province in far northeastern Thailand, known for its Mekong River scenery and natural attractions near the Lao border.
-
D.
Sa Kaeo Province
Sa Kaeo Province is an eastern Thai province bordering Cambodia, known as a key overland trade gateway and home to both agricultural plains and forested border landscapes.
-
E.
Chachoengsao Province
Chachoengsao Province is a central Thai province east of Bangkok, known for its fertile agricultural lands, historic temples, and location within the lower Chao Phraya River basin.
- 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_69fea598fd888190b53ab937bad1d824 |
completed | May 9, 2026, 3:10 a.m. |
Created at: April 9, 2026, 8:57 p.m.