Triple

T12273214
Position Surface form Disambiguated ID Type / Status
Subject Archie Mafeje E292521 entity
Predicate memberOf P10 FINISHED
Object CODESRIA
CODESRIA is a pan-African research organization dedicated to advancing social science scholarship and intellectual collaboration across the African continent.
 E974726 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: CODESRIA | Statement: [Archie Mafeje, memberOf, CODESRIA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CODESRIA
Context triple: [Archie Mafeje, memberOf, CODESRIA]
  • A. National Research Foundation (South Africa)
    The National Research Foundation (South Africa) is a government-funded agency that supports and promotes research, innovation, and human capital development across the South African science and higher education system.
  • B. SCIC
    SCIC is a Vietnamese state-owned investment company that manages and invests government capital in various enterprises to optimize state asset value.
  • C. CSIEA
    CSIEA is a U.S. federal law that regulates the import and export of controlled substances to prevent drug trafficking and abuse.
  • D. Centre for Applied Sciences
    The Centre for Applied Sciences is a specialist campus of City and Islington College focused on delivering vocational and academic science and technology education.
  • E. CSDC
    CSDC is a research center based at McGill University that focuses on the study and advancement of democratic citizenship and political participation.
  • 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: CODESRIA
Triple: [Archie Mafeje, memberOf, CODESRIA]
Generated description
CODESRIA is a pan-African research organization dedicated to advancing social science scholarship and intellectual collaboration across the African continent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CODESRIA
Target entity description: CODESRIA is a pan-African research organization dedicated to advancing social science scholarship and intellectual collaboration across the African continent.
  • A. National Research Foundation (South Africa)
    The National Research Foundation (South Africa) is a government-funded agency that supports and promotes research, innovation, and human capital development across the South African science and higher education system.
  • B. SCIC
    SCIC is a Vietnamese state-owned investment company that manages and invests government capital in various enterprises to optimize state asset value.
  • C. CSIEA
    CSIEA is a U.S. federal law that regulates the import and export of controlled substances to prevent drug trafficking and abuse.
  • D. Centre for Applied Sciences
    The Centre for Applied Sciences is a specialist campus of City and Islington College focused on delivering vocational and academic science and technology education.
  • E. CSDC
    CSDC is a research center based at McGill University that focuses on the study and advancement of democratic citizenship and political participation.
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cee7158819093fff74db6867896 completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e6b50a48190b1beabd149d5830f completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f9386548190a749445a404db3a2 completed May 2, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69f6207f164c8190b663a50ee3c761d6 completed May 2, 2026, 4:04 p.m.
Created at: April 8, 2026, 9:52 p.m.