Triple
T10920632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tai languages |
E257935
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
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.
|
E896202
|
NE FINISHED |
How this triple was built (4 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: Northwestern Tai languages | Statement: [Tai languages, hasSubgroup, Northwestern Tai languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northwestern Tai languages Context triple: [Tai languages, hasSubgroup, Northwestern Tai languages]
-
A.
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.
-
B.
Northern Tai languages
The Northern Tai languages are a branch of the Tai language family spoken primarily in southern China and neighboring regions, closely related to but distinct from the Southwestern Tai languages such as Thai and Lao.
-
C.
Chimuan languages
The Chimuan languages are an extinct group of pre-Columbian languages once spoken along the northern coast of Peru, most notably associated with the Chimú civilization.
-
D.
Wintuan languages
Wintuan languages are a small family of Native American languages historically spoken in northern California, often grouped within the proposed Penutian phylum.
-
E.
Guan languages
The Guan languages are a group of related Niger-Congo languages spoken primarily in Ghana and neighboring parts of West Africa.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Northwestern Tai languages Triple: [Tai languages, hasSubgroup, Northwestern Tai languages]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northwestern Tai languages Target entity description: 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.
-
A.
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.
-
B.
Northern Tai languages
The Northern Tai languages are a branch of the Tai language family spoken primarily in southern China and neighboring regions, closely related to but distinct from the Southwestern Tai languages such as Thai and Lao.
-
C.
Chimuan languages
The Chimuan languages are an extinct group of pre-Columbian languages once spoken along the northern coast of Peru, most notably associated with the Chimú civilization.
-
D.
Wintuan languages
Wintuan languages are a small family of Native American languages historically spoken in northern California, often grouped within the proposed Penutian phylum.
-
E.
Guan languages
The Guan languages are a group of related Niger-Congo languages spoken primarily in Ghana and neighboring parts of West Africa.
- F. None of above. chosen
Provenance (5 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_69d6aa864ed88190818280ab6791d065 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77081a0c48190b7aa4a482032d1ea |
completed | April 9, 2026, 9:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e2d6fdc1608190a072b919d2cee387 |
completed | April 18, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69e2fab58f588190ae2d33f32e71333b |
completed | April 18, 2026, 3:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e317809c0881909e793db965194014 |
completed | April 18, 2026, 5:32 a.m. |
Created at: April 8, 2026, 9:22 p.m.