Triple

T2062885
Position Surface form Disambiguated ID Type / Status
Subject HIV/AIDS E45830 entity
Predicate disproportionatelyAffects P5743 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: [HIV/AIDS, disproportionatelyAffects, sub-Saharan Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: sub-Saharan Africa
Context triple: [HIV/AIDS, disproportionatelyAffects, 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. Trans-Saharan Africa
    Trans-Saharan Africa is the vast region spanning the Sahara Desert and its surrounding countries in North and West Africa, historically significant for trade routes and contemporary security and counterterrorism operations.
  • 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: disproportionatelyAffects
Context triple: [HIV/AIDS, disproportionatelyAffects, sub-Saharan Africa]
  • A. discriminatedAgainst
    Indicates that one entity treats another unfairly or unequally based on a particular characteristic, such as race, gender, or other protected attributes.
  • B. disadvantage
    Indicates that one entity is in a less favorable, weaker, or hindered position relative to another in a given context.
  • C. isHeavilyWeightedToward chosen
    Indicates that something is strongly biased or disproportionately oriented in favor of one side, option, or aspect over others.
  • D. influenced
    Indicates that one entity has affected, shaped, or altered another entity’s state, behavior, or characteristics.
  • E. areAffectedBy
    Indicates that one entity experiences an effect, influence, or impact as a result of another entity or event.
  • F. None of above.

Provenance (4 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_69a8891b38288190abd572ccad9b6928 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9d239b48190a9f303446cbe3aa6 completed March 7, 2026, 5:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc25d9348190a216c53d1c7f8820 completed March 11, 2026, 5:22 a.m.
PD Predicate disambiguation batch_69abb7aee9b48190999620176e3a6ee2 completed March 7, 2026, 5:29 a.m.
Created at: March 4, 2026, 7:40 p.m.