Triple
T6548410
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pamaka language |
E151067
|
entity |
| Predicate | hasSubstrateLanguage |
P11299
|
FINISHED |
| Object | Gbe languages |
E157445
|
NE FINISHED |
How this triple was built (2 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: Gbe languages | Statement: [Pamaka language, hasSubstrateLanguage, Gbe languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gbe languages Context triple: [Pamaka language, hasSubstrateLanguage, Gbe languages]
-
A.
Gbe languages
chosen
The Gbe languages are a cluster of closely related Niger-Congo languages spoken primarily in southeastern Ghana, Togo, Benin, and southwestern Nigeria, including well-known varieties such as Ewe and Fon.
-
B.
Volta–Niger languages
Volta–Niger languages are a major subgroup of the Niger-Congo language family spoken primarily in southern Nigeria and neighboring parts of West Africa, including languages such as Yoruba and Igbo.
-
C.
Senufo languages
Senufo languages are a group of closely related Niger-Congo languages spoken primarily in northern Côte d’Ivoire, Mali, and Burkina Faso by the Senufo people.
-
D.
Mande languages
The Mande languages are a branch of West African languages spoken primarily in countries such as Mali, Guinea, and Sierra Leone, known for including major languages like Bambara, Mandinka, and Soninke.
-
E.
Potou–Tano languages
The Potou–Tano languages are a major branch of the Kwa language family spoken primarily in West Africa, including several important languages of Ghana and neighboring countries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c687f3fd60819083bfa583e5bcfa71 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6adf132a88190af4553857a474ebd |
completed | March 27, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6e4214f28819083134e9e6fe6f393 |
completed | March 27, 2026, 8:10 p.m. |
Created at: March 27, 2026, 1:51 p.m.