Triple

T7954689
Position Surface form Disambiguated ID Type / Status
Subject Bantu H languages E184701 entity
Predicate hasMacroArea P80001 FINISHED
Object Sub-Saharan Africa E17120 NE FINISHED

How this triple was built (3 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: Sub-Saharan Africa | Statement: [Bantu H languages, hasMacroArea, Sub-Saharan Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sub-Saharan Africa
Context triple: [Bantu H languages, hasMacroArea, Sub-Saharan Africa]
  • A. Sub-Saharan Africa chosen
    Sub-Saharan Africa is the geographically expansive and culturally diverse region of Africa located south of the Sahara Desert, encompassing dozens of countries with rapidly growing populations and economies.
  • B. Africa
    Africa is the world’s second-largest and second-most populous continent, known for its vast cultural diversity, rich natural resources, and significant historical and ecological importance.
  • 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. East Africa
    East Africa is a region on the eastern side of the African continent, known for its diverse cultures, significant wildlife and safari tourism, and countries such as Kenya, Tanzania, Uganda, and Ethiopia.
  • E. Southern Africa
    Southern Africa is the southernmost region of the African continent, encompassing countries such as South Africa, Zimbabwe, Namibia, Botswana, and others, known for its diverse landscapes, wildlife, and cultural heritage.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasMacroArea
Context triple: [Bantu H languages, hasMacroArea, Sub-Saharan Africa]
  • A. hasAreaType
    Indicates that an entity is associated with a specific kind or classification of area (e.g., urban, rural, coastal).
  • B. hasAreaRange
    Indicates that something’s area falls within a specified minimum-to-maximum range.
  • C. hasLandmarkArea
    Indicates that a specified area is designated as the landmark area associated with a particular entity or location.
  • D. hasCoreArea
    Indicates that an entity possesses a primary or central area that is fundamental to its structure, function, or focus.
  • E. hasAreaTotal
    Indicates the total surface area associated with an entity, typically measured over its entire extent.
  • F. None of above. chosen

Provenance (5 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_69ca8292cba881908a64427b938dac47 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b5f74308190aa63a22c3d5feacc completed March 31, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbdee8da948190b593f855a09260a1 completed March 31, 2026, 2:49 p.m.
PD Predicate disambiguation batch_69cb0473d7dc8190a25d0cf460b9fcbe completed March 30, 2026, 11:17 p.m.
PDg Predicate description generation batch_69cb14bbbacc81909c6cf8ec35314bbb completed March 31, 2026, 12:26 a.m.
Created at: March 30, 2026, 5:11 p.m.