Triple
T15083129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milo River |
E360200
|
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: [Milo River, 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: [Milo River, 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.
Françafrique
Françafrique refers to the web of post-colonial political, economic, and military influence and often opaque networks linking France to its former African colonies.
-
D.
Afro-French
Afro-French are people of African descent who are citizens or residents of France, encompassing diverse communities from mainland France and its overseas territories.
-
E.
Western Mande
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.
- 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_69d85a035aa88190b52a139d3a1b7b6d |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0027450a48190a84588b6aaf84ebf |
completed | April 15, 2026, 9:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feae179a24819097019976707c93e1 |
completed | May 9, 2026, 3:46 a.m. |
Created at: April 10, 2026, 3:03 a.m.