Triple

T10375058
Position Surface form Disambiguated ID Type / Status
Subject Aga Khan Development Network E244484 entity
Predicate hasSubOrganization P747 FINISHED
Object Aga Khan Agency for Habitat
The Aga Khan Agency for Habitat is a development organization within the Aga Khan Development Network that focuses on improving living conditions, resilience, and environmental sustainability in vulnerable communities.
E861497 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 Habitat | Statement: [Aga Khan Development Network, hasSubOrganization, Aga Khan Agency for Habitat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aga Khan Agency for Habitat
Context triple: [Aga Khan Development Network, hasSubOrganization, Aga Khan Agency for Habitat]
  • 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. Aga Khan Trust for Culture
    The Aga Khan Trust for Culture is a philanthropic organization dedicated to the conservation of cultural heritage and the revitalization of historic sites and communities, particularly across the Muslim world.
  • D. Aga Khan Health Services
    Aga Khan Health Services is a nonprofit healthcare organization within the Aga Khan Development Network that operates hospitals, clinics, and community health programs across several countries, particularly in Asia and Africa.
  • E. 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.
  • 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 Habitat
Triple: [Aga Khan Development Network, hasSubOrganization, Aga Khan Agency for Habitat]
Generated description
The Aga Khan Agency for Habitat is a development organization within the Aga Khan Development Network that focuses on improving living conditions, resilience, and environmental sustainability in vulnerable communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aga Khan Agency for Habitat
Target entity description: The Aga Khan Agency for Habitat is a development organization within the Aga Khan Development Network that focuses on improving living conditions, resilience, and environmental sustainability in vulnerable communities.
  • 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. Aga Khan Trust for Culture
    The Aga Khan Trust for Culture is a philanthropic organization dedicated to the conservation of cultural heritage and the revitalization of historic sites and communities, particularly across the Muslim world.
  • D. Aga Khan Health Services
    Aga Khan Health Services is a nonprofit healthcare organization within the Aga Khan Development Network that operates hospitals, clinics, and community health programs across several countries, particularly in Asia and Africa.
  • E. 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.
  • 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_69d7fb98c52c8190a52682feacc2bd0d completed April 9, 2026, 7:18 p.m.
NEDg Description generation batch_69d8276261808190b5ae6fa77f0e145d completed April 9, 2026, 10:25 p.m.
NED2 Entity disambiguation (via description) batch_69d859b05a3881908c97cb173d160e44 completed April 10, 2026, 2 a.m.
Created at: April 6, 2026, 12:02 p.m.