Triple
T2712425
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bight of Benin |
E59892
|
entity |
| Predicate | hasLanguageRegion |
P285
|
FINISHED |
| Object | French-speaking West Africa |
E54363
|
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: French-speaking West Africa | Statement: [Bight of Benin, hasLanguageRegion, French-speaking West Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French-speaking West Africa Context triple: [Bight of Benin, hasLanguageRegion, French-speaking West Africa]
-
A.
Francophone Africa
chosen
Francophone Africa is the region of African countries where French is widely used as an official or common language in government, education, and daily life.
-
B.
French West Africa
French West Africa was a federation of eight French colonial territories in West Africa that served as a major political and military base for France, especially during both World Wars.
-
C.
Upper Guinea Creoles
Upper Guinea Creoles are a group of closely related Portuguese-based creole languages spoken primarily along the West African coast, especially in Guinea-Bissau, Senegal, and Cape Verde.
-
D.
West African languages
West African languages are a diverse group of Niger-Congo and other language families spoken across West Africa that have significantly influenced the vocabulary, grammar, and phonology of many Atlantic and Caribbean creoles.
-
E.
Bambara
Bambara is a major Mande language widely spoken in Mali and neighboring West African countries, serving as a key lingua franca in the region.
- 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_69ab4ac92a088190bc74bca14038e3de |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda90d5a88190bcb6caefd8f2dd1b |
completed | March 7, 2026, 7:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf83e37c8190b7a7815f8acf3a4b |
completed | March 10, 2026, 5:43 a.m. |
Created at: March 6, 2026, 9:55 p.m.