Triple
T12039690
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Plateau languages |
E286627
|
entity |
| Predicate | haveBranch |
P49773
|
FINISHED |
| Object |
Tarokoid languages
Tarokoid languages are a small subgroup of Plateau languages spoken primarily in central Nigeria, known for their significant linguistic diversity and limited documentation.
|
E963545
|
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: Tarokoid languages | Statement: [Plateau languages, haveBranch, Tarokoid languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tarokoid languages Context triple: [Plateau languages, haveBranch, Tarokoid languages]
-
A.
Takic languages
Takic languages are a branch of the Uto-Aztecan language family spoken historically in Southern California and neighboring regions by various Indigenous peoples.
-
B.
Karkar-Yuri languages
The Karkar-Yuri languages are a small group of closely related Papuan languages spoken primarily on Karkar Island and nearby areas of Papua New Guinea.
-
C.
Torres–Banks languages
The Torres–Banks languages are a group of closely related Oceanic languages spoken in the Torres and Banks Islands of northern Vanuatu.
-
D.
Teda–Daza languages
The Teda–Daza languages are a closely related pair of Saharan languages spoken primarily by the Toubou people across Chad, Niger, and Libya.
-
E.
Karaboro languages
Karaboro languages are a small group of closely related Senufo languages spoken primarily in parts of Burkina Faso and Ivory Coast in 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: Tarokoid languages Triple: [Plateau languages, haveBranch, Tarokoid languages]
Generated description
Tarokoid languages are a small subgroup of Plateau languages spoken primarily in central Nigeria, known for their significant linguistic diversity and limited documentation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tarokoid languages Target entity description: Tarokoid languages are a small subgroup of Plateau languages spoken primarily in central Nigeria, known for their significant linguistic diversity and limited documentation.
-
A.
Takic languages
Takic languages are a branch of the Uto-Aztecan language family spoken historically in Southern California and neighboring regions by various Indigenous peoples.
-
B.
Karkar-Yuri languages
The Karkar-Yuri languages are a small group of closely related Papuan languages spoken primarily on Karkar Island and nearby areas of Papua New Guinea.
-
C.
Torres–Banks languages
The Torres–Banks languages are a group of closely related Oceanic languages spoken in the Torres and Banks Islands of northern Vanuatu.
-
D.
Teda–Daza languages
The Teda–Daza languages are a closely related pair of Saharan languages spoken primarily by the Toubou people across Chad, Niger, and Libya.
-
E.
Karaboro languages
Karaboro languages are a small group of closely related Senufo languages spoken primarily in parts of Burkina Faso and Ivory Coast in 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_69d6ab4669e48190b59246358b0383ab |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915124e4c8190b0264c2a09e3c2f3 |
completed | April 10, 2026, 3:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f64826a481908a09ca1c91c4e04f |
completed | May 2, 2026, 1:04 p.m. |
| NEDg | Description generation | batch_69f5fde880f4819094b2170bf4e82138 |
completed | May 2, 2026, 1:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f5ffc563a08190b95db768df475a3a |
completed | May 2, 2026, 1:44 p.m. |
Created at: April 8, 2026, 9:47 p.m.