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.