Triple
T12155179
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berom |
E289554
|
entity |
| Predicate | linguisticClassificationLevel |
P7279
|
FINISHED |
| Object |
Plateau branch of Niger-Congo
The Plateau branch of Niger-Congo is a subgroup of Benue–Congo languages spoken mainly in central Nigeria, known for their considerable diversity and complex noun class systems.
|
E963729
|
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: Plateau branch of Niger-Congo | Statement: [Berom, linguisticClassificationLevel, Plateau branch of Niger-Congo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Plateau branch of Niger-Congo Context triple: [Berom, linguisticClassificationLevel, Plateau 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.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: Plateau branch of Niger-Congo Triple: [Berom, linguisticClassificationLevel, Plateau branch of Niger-Congo]
Generated description
The Plateau branch of Niger-Congo is a subgroup of Benue–Congo languages spoken mainly in central Nigeria, known for their considerable diversity and complex noun class systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Plateau branch of Niger-Congo Target entity description: The Plateau branch of Niger-Congo is a subgroup of Benue–Congo languages spoken mainly in central Nigeria, known for their considerable diversity and complex noun class systems.
-
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.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69d6ab4c6710819097a9d228382dde43 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915c1673c8190830cd15525d16869 |
completed | April 10, 2026, 3:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f69c8d408190abbc900deb534045 |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f5fe53d47c8190896a9abf8cc4bc31 |
completed | May 2, 2026, 1:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f5ffc563a08190b95db768df475a3a |
completed | May 2, 2026, 1:44 p.m. |
Created at: April 8, 2026, 9:50 p.m.