Triple
T11397505
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mumuye language |
E270015
|
entity |
| Predicate | subgroup |
P10
|
FINISHED |
| Object |
Savanna languages
The Savanna languages are a group of related Niger-Congo languages spoken across the savanna regions of central and eastern Nigeria and neighboring areas.
|
E923581
|
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: Savanna languages | Statement: [Mumuye language, subgroup, Savanna languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Savanna languages Context triple: [Mumuye language, subgroup, Savanna languages]
-
A.
Grassfields languages
Grassfields languages are a group of closely related Southern Bantoid languages spoken primarily in the Grassfields region of western Cameroon.
-
B.
Ubangian languages
The Ubangian languages are a group of closely related languages spoken primarily in the Central African Republic and surrounding regions, often considered a branch of the Niger–Congo or an independent language family.
-
C.
Tamangic languages
Tamangic languages are a subgroup of the Tibeto-Burman language family spoken primarily by Tamang and related ethnic communities in Nepal and surrounding Himalayan regions.
-
D.
Beti-Fang languages
Beti-Fang languages are a cluster of closely related Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and Gabon by Beti and Fang peoples.
-
E.
Sangoic languages
Sangoic languages are a subgroup of the Ubangian language family spoken primarily in Central Africa, including the widely used lingua franca Sango.
- 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: Savanna languages Triple: [Mumuye language, subgroup, Savanna languages]
Generated description
The Savanna languages are a group of related Niger-Congo languages spoken across the savanna regions of central and eastern Nigeria and neighboring areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Savanna languages Target entity description: The Savanna languages are a group of related Niger-Congo languages spoken across the savanna regions of central and eastern Nigeria and neighboring areas.
-
A.
Grassfields languages
Grassfields languages are a group of closely related Southern Bantoid languages spoken primarily in the Grassfields region of western Cameroon.
-
B.
Ubangian languages
The Ubangian languages are a group of closely related languages spoken primarily in the Central African Republic and surrounding regions, often considered a branch of the Niger–Congo or an independent language family.
-
C.
Tamangic languages
Tamangic languages are a subgroup of the Tibeto-Burman language family spoken primarily by Tamang and related ethnic communities in Nepal and surrounding Himalayan regions.
-
D.
Beti-Fang languages
Beti-Fang languages are a cluster of closely related Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and Gabon by Beti and Fang peoples.
-
E.
Sangoic languages
Sangoic languages are a subgroup of the Ubangian language family spoken primarily in Central Africa, including the widely used lingua franca Sango.
- 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.