Triple
T13047486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lao–Isan cultural area |
E327360
|
entity |
| Predicate | hasMajorProvince |
P33670
|
FINISHED |
| Object | Ubon Ratchathani Province |
E692266
|
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: Ubon Ratchathani Province | Statement: [Lao–Isan cultural area, hasMajorProvince, Ubon Ratchathani Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ubon Ratchathani Province Context triple: [Lao–Isan cultural area, hasMajorProvince, Ubon Ratchathani Province]
-
A.
Ubon Ratchathani Province
chosen
Ubon Ratchathani Province is a large province in northeastern Thailand known for its location along the Mekong River, rich Isan culture, and important Buddhist temples and festivals.
-
B.
Nakhon Ratchasima Province
Nakhon Ratchasima Province is a large northeastern province of Thailand, often considered the gateway to the Isan region and known for its mix of urban centers, historical sites, and national parks.
-
C.
Yasothon province
Yasothon province is a largely rural region of northeastern Thailand known for its rice farming and the annual Rocket Festival (Bun Bang Fai).
-
D.
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.
-
E.
Roi Et province
Roi Et province is a largely rural region in northeastern Thailand known for its rice farming, traditional Isan culture, and historic temples.
- 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_69feb7ca3e348190a75c1dd8aec73a40 |
completed | May 9, 2026, 4:27 a.m. |
Created at: April 9, 2026, 8:57 p.m.