Triple
T10920630
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tai languages |
E257935
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
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.
|
E893907
|
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: Northern Tai languages | Statement: [Tai languages, hasSubgroup, Northern Tai languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Tai languages Context triple: [Tai languages, hasSubgroup, Northern Tai languages]
-
A.
Black Tai language
The Black Tai language is a Southwestern Tai language spoken primarily by the Tai Dam (Black Tai) people in parts of Vietnam, Laos, Thailand, and China.
-
B.
Northern Aslian languages
The Northern Aslian languages are a branch of the Aslian (Austroasiatic) language family spoken primarily by indigenous Orang Asli communities in northern Peninsular Malaysia and southern Thailand.
-
C.
Formosan languages
Formosan languages are a group of indigenous Austronesian languages spoken primarily by the native peoples of Taiwan and considered crucial for understanding the early diversification of the Austronesian language family.
-
D.
Northern Luzon languages
The Northern Luzon languages are a subgroup of Philippine Austronesian languages spoken primarily in the northern part of Luzon in the Philippines, encompassing several related indigenous languages of the region.
-
E.
Central-Eastern Malakula languages
The Central-Eastern Malakula languages are a subgroup of closely related Oceanic languages spoken on the island of Malakula in Vanuatu.
- 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: Northern Tai languages Triple: [Tai languages, hasSubgroup, Northern Tai languages]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northern Tai languages Target entity description: 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.
-
A.
Black Tai language
The Black Tai language is a Southwestern Tai language spoken primarily by the Tai Dam (Black Tai) people in parts of Vietnam, Laos, Thailand, and China.
-
B.
Northern Aslian languages
The Northern Aslian languages are a branch of the Aslian (Austroasiatic) language family spoken primarily by indigenous Orang Asli communities in northern Peninsular Malaysia and southern Thailand.
-
C.
Formosan languages
Formosan languages are a group of indigenous Austronesian languages spoken primarily by the native peoples of Taiwan and considered crucial for understanding the early diversification of the Austronesian language family.
-
D.
Northern Luzon languages
The Northern Luzon languages are a subgroup of Philippine Austronesian languages spoken primarily in the northern part of Luzon in the Philippines, encompassing several related indigenous languages of the region.
-
E.
Central-Eastern Malakula languages
The Central-Eastern Malakula languages are a subgroup of closely related Oceanic languages spoken on the island of Malakula in Vanuatu.
- 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_69e2171adbbc8190916a5463b6e5c186 |
completed | April 17, 2026, 11:18 a.m. |
| NEDg | Description generation | batch_69e21d8a2e6881909b33cbe4ab919315 |
completed | April 17, 2026, 11:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e21eaa1e9881909f3b276e0ff0c511 |
completed | April 17, 2026, 11:51 a.m. |
Created at: April 8, 2026, 9:22 p.m.