Triple

T10375064
Position Surface form Disambiguated ID Type / Status
Subject Aga Khan Development Network E244484 entity
Predicate hasSubOrganization P747 FINISHED
Object Aga Khan Agency for Microfinance
The Aga Khan Agency for Microfinance is a development-focused financial institution that provides microcredit and related financial services to low-income communities, primarily in developing countries, to promote economic inclusion and poverty reduction.
E860824 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: Aga Khan Agency for Microfinance | Statement: [Aga Khan Development Network, hasSubOrganization, Aga Khan Agency for Microfinance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aga Khan Agency for Microfinance
Context triple: [Aga Khan Development Network, hasSubOrganization, Aga Khan Agency for Microfinance]
  • A. Aga Khan Development Network
    The Aga Khan Development Network is a global group of private, non-denominational development agencies founded by the Aga Khan that works to improve quality of life in some of the world’s poorest and most marginalized regions through initiatives in health, education, culture, rural development, and economic empowerment.
  • B. Aga Khan Foundation
    The Aga Khan Foundation is a private, non-denominational international development organization that focuses on improving quality of life in some of the world’s poorest and most marginalized communities, particularly in Asia and Africa.
  • C. African Rainbow Capital
    African Rainbow Capital is a South African investment holding company founded by billionaire Patrice Motsepe’s family, with diversified interests across sectors such as financial services, telecommunications, and property.
  • D. BRAC
    BRAC is the Babson Recreation and Athletics Complex, a campus facility at Babson College that houses fitness, recreation, and athletic spaces for students and community members.
  • E. Asan Foundation
    Asan Foundation is a major South Korean philanthropic organization best known for its extensive support of education, medical services, and social welfare initiatives.
  • 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: Aga Khan Agency for Microfinance
Triple: [Aga Khan Development Network, hasSubOrganization, Aga Khan Agency for Microfinance]
Generated description
The Aga Khan Agency for Microfinance is a development-focused financial institution that provides microcredit and related financial services to low-income communities, primarily in developing countries, to promote economic inclusion and poverty reduction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aga Khan Agency for Microfinance
Target entity description: The Aga Khan Agency for Microfinance is a development-focused financial institution that provides microcredit and related financial services to low-income communities, primarily in developing countries, to promote economic inclusion and poverty reduction.
  • A. Aga Khan Development Network
    The Aga Khan Development Network is a global group of private, non-denominational development agencies founded by the Aga Khan that works to improve quality of life in some of the world’s poorest and most marginalized regions through initiatives in health, education, culture, rural development, and economic empowerment.
  • B. Aga Khan Foundation
    The Aga Khan Foundation is a private, non-denominational international development organization that focuses on improving quality of life in some of the world’s poorest and most marginalized communities, particularly in Asia and Africa.
  • C. African Rainbow Capital
    African Rainbow Capital is a South African investment holding company founded by billionaire Patrice Motsepe’s family, with diversified interests across sectors such as financial services, telecommunications, and property.
  • D. BRAC
    BRAC is the Babson Recreation and Athletics Complex, a campus facility at Babson College that houses fitness, recreation, and athletic spaces for students and community members.
  • E. Asan Foundation
    Asan Foundation is a major South Korean philanthropic organization best known for its extensive support of education, medical services, and social welfare initiatives.
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e98106d081909d28e30d2fff6902 completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d795754570819093747f80e32fffce completed April 9, 2026, 12:03 p.m.
NEDg Description generation batch_69d7bdde34408190a047ede29b91e182 completed April 9, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_69d7e5fc6a008190b2a2326840074b53 completed April 9, 2026, 5:46 p.m.
Created at: April 6, 2026, 12:02 p.m.