Triple
T18369767
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benga people |
E446149
|
entity |
| Predicate | culturalArea |
P1968
|
FINISHED |
| Object | Atlantic coastal West-Central Africa |
—
|
NE NERFINISHED |
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: Atlantic coastal West-Central Africa | Statement: [Benga people, culturalArea, Atlantic coastal West-Central Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atlantic coastal West-Central Africa Context triple: [Benga people, culturalArea, Atlantic coastal West-Central Africa]
-
A.
Atlantic coast of Africa
The Atlantic coast of Africa is the extensive western shoreline of the African continent, stretching from the Mediterranean in the north to the Southern Ocean and encompassing diverse climates, ecosystems, and maritime routes.
-
B.
Western and Central African Region
The Western and Central African Region is an ICAO-defined aviation area encompassing multiple countries in West and Central Africa for the coordination and regulation of international civil air navigation and safety.
-
C.
West Africa
West Africa is a region on the western coast of the African continent, historically significant for its role in trans-Saharan and Atlantic trade, diverse cultures and languages, and complex precolonial and colonial histories.
-
D.
Guineo-Congolian region
chosen
The Guineo-Congolian region is a major tropical African biogeographical zone characterized by extensive rainforests and high biodiversity stretching across western and central Africa.
-
E.
eastern central Atlantic Ocean
The eastern central Atlantic Ocean is a major marine region off the western coast of Africa known for its rich fisheries, diverse marine ecosystems, and significant role in global ocean circulation.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b9f370b88190b1e5081c2c238e7f |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e51751e4288190873bcc4dc140ac16 |
completed | April 19, 2026, 5:56 p.m. |
Created at: April 10, 2026, 10:43 a.m.