Triple
T11397531
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mumuye language |
E270015
|
entity |
| Predicate | classification |
P87
|
FINISHED |
| Object |
Mumuye–Yendang branch of Niger-Congo
The Mumuye–Yendang branch of Niger-Congo is a subgroup of the Niger-Congo language family comprising closely related languages spoken primarily in eastern Nigeria.
|
E923586
|
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: Mumuye–Yendang branch of Niger-Congo | Statement: [Mumuye language, classification, Mumuye–Yendang branch of Niger-Congo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mumuye–Yendang branch of Niger-Congo Context triple: [Mumuye language, classification, Mumuye–Yendang branch of Niger-Congo]
-
A.
Kwa branch of Niger–Congo
The Kwa branch of Niger–Congo is a major subgroup of West African languages spoken primarily in southern Ghana, Côte d’Ivoire, Togo, and Benin, known for its tonal systems and rich noun-class and aspectual distinctions.
-
B.
Maban branch of Nilo-Saharan
The Maban branch of Nilo-Saharan is a subgroup of the Nilo-Saharan language family spoken mainly in eastern Chad and western Sudan, comprising several related languages of the Maban people.
-
C.
Songhay branch of Nilo-Saharan
The Songhay branch of Nilo-Saharan is a group of closely related languages spoken primarily along the Niger River in West Africa, including major varieties such as Zarma and Songhay proper.
-
D.
Saharan branch of Nilo-Saharan
The Saharan branch of Nilo-Saharan is a subgroup of the Nilo-Saharan language family comprising languages spoken primarily across the central Sahara and surrounding Sahel regions.
-
E.
Biu–Mandara branch
The Biu–Mandara branch is a subgroup of the Chadic languages spoken primarily in northeastern Nigeria, northern Cameroon, and southwestern Chad.
- 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: Mumuye–Yendang branch of Niger-Congo Triple: [Mumuye language, classification, Mumuye–Yendang branch of Niger-Congo]
Generated description
The Mumuye–Yendang branch of Niger-Congo is a subgroup of the Niger-Congo language family comprising closely related languages spoken primarily in eastern Nigeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mumuye–Yendang branch of Niger-Congo Target entity description: The Mumuye–Yendang branch of Niger-Congo is a subgroup of the Niger-Congo language family comprising closely related languages spoken primarily in eastern Nigeria.
-
A.
Kwa branch of Niger–Congo
The Kwa branch of Niger–Congo is a major subgroup of West African languages spoken primarily in southern Ghana, Côte d’Ivoire, Togo, and Benin, known for its tonal systems and rich noun-class and aspectual distinctions.
-
B.
Maban branch of Nilo-Saharan
The Maban branch of Nilo-Saharan is a subgroup of the Nilo-Saharan language family spoken mainly in eastern Chad and western Sudan, comprising several related languages of the Maban people.
-
C.
Songhay branch of Nilo-Saharan
The Songhay branch of Nilo-Saharan is a group of closely related languages spoken primarily along the Niger River in West Africa, including major varieties such as Zarma and Songhay proper.
-
D.
Saharan branch of Nilo-Saharan
The Saharan branch of Nilo-Saharan is a subgroup of the Nilo-Saharan language family comprising languages spoken primarily across the central Sahara and surrounding Sahel regions.
-
E.
Biu–Mandara branch
The Biu–Mandara branch is a subgroup of the Chadic languages spoken primarily in northeastern Nigeria, northern Cameroon, and southwestern Chad.
- 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_69d6aacdbc6c8190af6dc3d5f5d22836 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d80019d3d48190a2f473deb6eae33a |
completed | April 9, 2026, 7:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e58cd74280819092f8c420630f4889 |
completed | April 20, 2026, 2:17 a.m. |
| NEDg | Description generation | batch_69e59774e6648190a38b2515a83c2e0c |
completed | April 20, 2026, 3:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5a3abf24481908fb71f4ef6b13532 |
completed | April 20, 2026, 3:55 a.m. |
Created at: April 8, 2026, 9:34 p.m.