Triple
T21200865
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Thai language |
E522450
|
entity |
| Predicate | hasLanguageFamily |
P1047
|
FINISHED |
| Object | Southwestern Tai |
—
|
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: Southwestern Tai | Statement: [Northern Thai language, hasLanguageFamily, Southwestern Tai]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southwestern Tai Context triple: [Northern Thai language, hasLanguageFamily, Southwestern Tai]
-
A.
Southwestern Tai
chosen
Southwestern Tai is a branch of the Tai language family that includes major languages such as Thai and Lao, spoken primarily in mainland Southeast Asia.
-
B.
Northwestern Tai languages
The Northwestern Tai languages are a branch of the Tai language family spoken primarily in parts of southern China and Southeast Asia, characterized by tonal systems and close linguistic relations to other Tai varieties.
-
C.
South Bahnaric
South Bahnaric is a subgroup of the Bahnaric branch of the Austroasiatic language family, comprising several closely related languages spoken in parts of mainland Southeast Asia.
-
D.
Lao–Isan cultural area
The Lao–Isan cultural area is a historical region in northeastern Thailand characterized by Lao-influenced language, traditions, and cultural practices distinct from central Thai culture.
-
E.
Central Bahnaric
Central Bahnaric is a subgroup of the Bahnaric branch of the Austroasiatic language family, comprising several closely related languages spoken primarily in Vietnam and neighboring regions.
- 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.