Triple

T12027966
Position Surface form Disambiguated ID Type / Status
Subject African Renaissance E286326 entity
Predicate relatedConcept P37 FINISHED
Object African development agenda
The African development agenda is a strategic framework of policies and initiatives aimed at promoting sustainable economic growth, social progress, and political stability across African countries in line with the continent’s long-term transformation goals.
E959867 NE FINISHED

How this triple was built (4 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: African development agenda | Statement: [African Renaissance, relatedConcept, African development agenda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African development agenda
Context triple: [African Renaissance, relatedConcept, African development agenda]
  • A. Africa Progress Panel
    The Africa Progress Panel is an independent advocacy organization that promotes equitable and sustainable development across Africa, often through high-level reports and policy engagement.
  • B. African Renaissance
    African Renaissance is an intellectual and political movement advocating the cultural, economic, and political renewal of the African continent and its diaspora.
  • C. Regional Economic Communities in Africa
    Regional Economic Communities in Africa are subregional blocs of African countries that promote economic integration, trade liberalization, and political cooperation as building blocks of the African Union’s continental integration agenda.
  • D. Power in Africa
    Power in Africa is a political analysis book by South African activist and journalist Ruth First that examines the structures and dynamics of power on the African continent during the postcolonial era.
  • E. International Development Goals
    International Development Goals were an early set of global anti-poverty and development targets agreed in the 1990s that laid the groundwork for the later Millennium Development Goals.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: African development agenda
Triple: [African Renaissance, relatedConcept, African development agenda]
Generated description
The African development agenda is a strategic framework of policies and initiatives aimed at promoting sustainable economic growth, social progress, and political stability across African countries in line with the continent’s long-term transformation goals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: African development agenda
Target entity description: The African development agenda is a strategic framework of policies and initiatives aimed at promoting sustainable economic growth, social progress, and political stability across African countries in line with the continent’s long-term transformation goals.
  • A. Africa Progress Panel
    The Africa Progress Panel is an independent advocacy organization that promotes equitable and sustainable development across Africa, often through high-level reports and policy engagement.
  • B. African Renaissance
    African Renaissance is an intellectual and political movement advocating the cultural, economic, and political renewal of the African continent and its diaspora.
  • C. Regional Economic Communities in Africa
    Regional Economic Communities in Africa are subregional blocs of African countries that promote economic integration, trade liberalization, and political cooperation as building blocks of the African Union’s continental integration agenda.
  • D. Power in Africa
    Power in Africa is a political analysis book by South African activist and journalist Ruth First that examines the structures and dynamics of power on the African continent during the postcolonial era.
  • E. International Development Goals
    International Development Goals were an early set of global anti-poverty and development targets agreed in the 1990s that laid the groundwork for the later Millennium Development Goals.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903f13ae8819097a5740f7c51df82 completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f48b8111b88190a42a8904a2d26862 completed May 1, 2026, 11:16 a.m.
NEDg Description generation batch_69f48fc7a8848190a06b34cc45db4789 completed May 1, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69f495fbfa2481908a1d757a27909d5a completed May 1, 2026, 12:01 p.m.
Created at: April 8, 2026, 9:47 p.m.