Triple
T19325195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Tai |
E483328
|
entity |
| Predicate | ethnicLanguageSubfamily |
P31853
|
FINISHED |
| Object | Southwestern Tai languages |
—
|
NE NERFINISHED |
How this triple was built (3 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 languages | Statement: [Black Tai, ethnicLanguageSubfamily, Southwestern Tai languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southwestern Tai languages Context triple: [Black Tai, ethnicLanguageSubfamily, Southwestern Tai languages]
-
A.
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.
-
B.
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.
-
C.
Palaung–Riang languages
The Palaung–Riang languages are a subgroup of Austroasiatic languages spoken primarily in Myanmar and neighboring regions by Palaungic ethnic communities.
-
D.
Guan languages
The Guan languages are a group of related Niger-Congo languages spoken primarily in Ghana and neighboring parts of West Africa.
-
E.
Central Tai languages
Central Tai languages are a subgroup of the Tai language family spoken primarily in parts of southern China and northern Vietnam, sharing common phonological and lexical features that distinguish them from other Tai branches.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: ethnicLanguageSubfamily Context triple: [Black Tai, ethnicLanguageSubfamily, Southwestern Tai languages]
-
A.
usesLanguageSubfamily
Indicates that one entity communicates or operates using a language that belongs to a specified language subfamily.
-
B.
linguisticSubgroup
chosen
Indicates that one linguistic group forms a subordinate or specialized subset within a larger linguistic group or family.
-
C.
languageFamilyBranchOf
Indicates that one language family branch is a sub-group or subdivision within a larger language family.
-
D.
inLanguageFamily
Indicates that two languages belong to the same linguistic family or classification.
-
E.
languageFamily
Indicates that two or more languages belong to the same genealogical language family or linguistic lineage.
- F. None of above.
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_69d8e8d13e3c81909d91d1d5ec37c095 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e60d8af43c81908e5a8780c35a8e1d |
completed | April 20, 2026, 11:27 a.m. |
| PD | Predicate disambiguation | batch_69e4dd0ef66881909d489d634eee817a |
completed | April 19, 2026, 1:47 p.m. |
Created at: April 10, 2026, 1:32 p.m.