Triple
T12653882
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bobo |
E302231
|
entity |
| Predicate | belongsToBranch |
P4276
|
FINISHED |
| Object | Manding–Bobo–Busa group |
E653675
|
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: Manding–Bobo–Busa group | Statement: [Bobo, belongsToBranch, Manding–Bobo–Busa group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manding–Bobo–Busa group Context triple: [Bobo, belongsToBranch, Manding–Bobo–Busa group]
-
A.
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.
-
B.
Eastern Mande
Eastern Mande is a branch of the Mande language family comprising several related languages spoken primarily in parts of West Africa.
-
C.
Gbe languages
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.
-
D.
Western Mande
chosen
Western Mande is a major branch of the Mande language family of West Africa, encompassing several closely related languages spoken across countries such as Mali, Burkina Faso, and Côte d’Ivoire.
-
E.
Mandingo
Mandingo is a controversial 1975 American film set on a Southern slave plantation, known for its graphic depiction of slavery, racism, and sexual exploitation.
- 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_69d7bded71a88190bb76e2413af9ea66 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96160730c81909e1aa3efb51bf159 |
completed | April 10, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6688104d48190939933b93b7e60cc |
completed | May 2, 2026, 9:11 p.m. |
Created at: April 9, 2026, 5:18 p.m.