Triple
T17809139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luang Namtha Province |
E444650
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object | Tai Lue |
—
|
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: Tai Lue | Statement: [Luang Namtha Province, hasEthnicGroup, Tai Lue]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tai Lue Context triple: [Luang Namtha Province, hasEthnicGroup, Tai Lue]
-
A.
Tai Lue
chosen
Tai Lue are a Tai-speaking ethnic group of Southeast Asia, primarily inhabiting parts of China, Laos, Thailand, and Myanmar, known for their distinct language, script, and Buddhist cultural traditions.
-
B.
Lao Loum
Lao Loum are the majority lowland Lao ethnic group of Laos, traditionally engaged in wet-rice agriculture and central to the country’s language and culture.
-
C.
Lat Yao
Lat Yao is a subdistrict and administrative center within Bangkok’s Chatuchak District, known for its mix of residential areas, government offices, and local markets.
-
D.
Tongzha Hlai
Tongzha Hlai is a specific variety of the Hlai language cluster spoken by the Hlai people on Hainan Island in southern China.
-
E.
Tai Lue people
The Tai Lue people are a Tai ethnic group of mainland Southeast Asia, primarily living in southern China, Laos, Thailand, and Myanmar, known for their distinct language, Theravada Buddhist traditions, and rich textile and architectural heritage.
- 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_69d8b9f0de78819099395b14db75a8a6 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4887976e48190842840ef064dc772 |
completed | April 19, 2026, 7:47 a.m. |
Created at: April 10, 2026, 10:14 a.m.