Triple

T18317885
Position Surface form Disambiguated ID Type / Status
Subject Dubai Future Foundation E438793 entity
Predicate notableProgram P4 FINISHED
Object One Million Arab Coders (strategic partner and supporter)
One Million Arab Coders (strategic partner and supporter) is a large-scale initiative aimed at empowering Arabs with essential programming and digital skills to enhance their career opportunities and participation in the global digital economy.
E1318734 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: One Million Arab Coders (strategic partner and supporter) | Statement: [Dubai Future Foundation, notableProgram, One Million Arab Coders (strategic partner and supporter)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: One Million Arab Coders (strategic partner and supporter)
Context triple: [Dubai Future Foundation, notableProgram, One Million Arab Coders (strategic partner and supporter)]
  • A. Middle East and North Africa program
    The Middle East and North Africa program is a Rockefeller Brothers Fund initiative that supports peacebuilding, social justice, and democratic governance efforts across the MENA region.
  • B. Hariri Institute for Computing
    The Hariri Institute for Computing is a research center at Boston University that advances computational science, data science, and interdisciplinary computing innovation.
  • C. InterAcademy Partnership
    The InterAcademy Partnership is a global network of national and regional academies of science, engineering, and medicine that collaborates to provide independent, evidence-based advice on scientific, health, and policy issues.
  • D. CcHub (Co-Creation Hub)
    CcHub (Co-Creation Hub) is a leading Nigerian innovation and technology hub that supports startups, social entrepreneurs, and creative technologists through incubation, funding, and collaborative community programs.
  • E. Center for Arabic Study Abroad
    The Center for Arabic Study Abroad is an intensive, advanced-level Arabic language and cultural immersion program for highly qualified students, hosted at the American University in Cairo.
  • 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: One Million Arab Coders (strategic partner and supporter)
Triple: [Dubai Future Foundation, notableProgram, One Million Arab Coders (strategic partner and supporter)]
Generated description
One Million Arab Coders (strategic partner and supporter) is a large-scale initiative aimed at empowering Arabs with essential programming and digital skills to enhance their career opportunities and participation in the global digital economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: One Million Arab Coders (strategic partner and supporter)
Target entity description: One Million Arab Coders (strategic partner and supporter) is a large-scale initiative aimed at empowering Arabs with essential programming and digital skills to enhance their career opportunities and participation in the global digital economy.
  • A. Middle East and North Africa program
    The Middle East and North Africa program is a Rockefeller Brothers Fund initiative that supports peacebuilding, social justice, and democratic governance efforts across the MENA region.
  • B. Hariri Institute for Computing
    The Hariri Institute for Computing is a research center at Boston University that advances computational science, data science, and interdisciplinary computing innovation.
  • C. InterAcademy Partnership
    The InterAcademy Partnership is a global network of national and regional academies of science, engineering, and medicine that collaborates to provide independent, evidence-based advice on scientific, health, and policy issues.
  • D. CcHub (Co-Creation Hub)
    CcHub (Co-Creation Hub) is a leading Nigerian innovation and technology hub that supports startups, social entrepreneurs, and creative technologists through incubation, funding, and collaborative community programs.
  • E. Center for Arabic Study Abroad
    The Center for Arabic Study Abroad is an intensive, advanced-level Arabic language and cultural immersion program for highly qualified students, hosted at the American University in Cairo.
  • 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_69d8b916a2d081909e249e4902f6aad9 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e5021f5f1081909fd98c8fb786c7ff completed April 19, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03c4c3cf988190a86d86c46eae35c6 completed May 13, 2026, 12:24 a.m.
NEDg Description generation batch_6a03c582c9fc8190a656bb9e5544b5cf completed May 13, 2026, 12:27 a.m.
NED2 Entity disambiguation (via description) batch_6a03c64c02288190903c7e9123ca5a79 completed May 13, 2026, 12:31 a.m.
Created at: April 10, 2026, 10:36 a.m.