Triple
T11302719
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Gur languages |
E267635
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Mole-Dagbani languages
The Mole-Dagbani languages are a major subgroup of Gur languages spoken primarily in northern Ghana and neighboring parts of West Africa, including widely used languages such as Dagbani and Mampruli.
|
E917988
|
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: Mole-Dagbani languages | Statement: [Southern Gur languages, hasBranch, Mole-Dagbani languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mole-Dagbani languages Context triple: [Southern Gur languages, hasBranch, Mole-Dagbani languages]
-
A.
Bena–Mboi languages
The Bena–Mboi languages are a small group of closely related Niger–Congo languages spoken primarily in northeastern Nigeria.
-
B.
Teke–Mbede languages
The Teke–Mbede languages are a group of closely related Bantu languages spoken primarily in Gabon and neighboring Central African countries.
-
C.
Ga–Dangme languages
The Ga–Dangme languages are a closely related group of Niger-Congo languages spoken primarily in southeastern Ghana by the Ga and Dangme peoples.
-
D.
Dagbani language
Dagbani is a major Gur language of northern Ghana, spoken primarily by the Dagomba people and used widely in education, media, and regional communication.
-
E.
Bamileke languages
The Bamileke languages are a group of closely related Grassfields Bantu languages spoken primarily by the Bamileke people in western Cameroon.
- 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: Mole-Dagbani languages Triple: [Southern Gur languages, hasBranch, Mole-Dagbani languages]
Generated description
The Mole-Dagbani languages are a major subgroup of Gur languages spoken primarily in northern Ghana and neighboring parts of West Africa, including widely used languages such as Dagbani and Mampruli.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mole-Dagbani languages Target entity description: The Mole-Dagbani languages are a major subgroup of Gur languages spoken primarily in northern Ghana and neighboring parts of West Africa, including widely used languages such as Dagbani and Mampruli.
-
A.
Bena–Mboi languages
The Bena–Mboi languages are a small group of closely related Niger–Congo languages spoken primarily in northeastern Nigeria.
-
B.
Teke–Mbede languages
The Teke–Mbede languages are a group of closely related Bantu languages spoken primarily in Gabon and neighboring Central African countries.
-
C.
Ga–Dangme languages
The Ga–Dangme languages are a closely related group of Niger-Congo languages spoken primarily in southeastern Ghana by the Ga and Dangme peoples.
-
D.
Dagbani language
Dagbani is a major Gur language of northern Ghana, spoken primarily by the Dagomba people and used widely in education, media, and regional communication.
-
E.
Bamileke languages
The Bamileke languages are a group of closely related Grassfields Bantu languages spoken primarily by the Bamileke people in western Cameroon.
- 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_69d6aac993a08190a6f36445ebaf9a43 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9a5c3788190ba54eda514b97903 |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e50a57366081908a05fc52c5d4074c |
completed | April 19, 2026, 5:01 p.m. |
| NEDg | Description generation | batch_69e510f9edb4819097e9fa1ce85504ed |
completed | April 19, 2026, 5:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e516ac8dec81909c9c1eece372189e |
completed | April 19, 2026, 5:53 p.m. |
Created at: April 8, 2026, 9:32 p.m.