Triple

T2241891
Position Surface form Disambiguated ID Type / Status
Subject Graça Machel E49414 entity
Predicate founder P104 FINISHED
Object Foundation for Community Development
The Foundation for Community Development is a Mozambican non-governmental organization focused on promoting social and economic development, civic participation, and community empowerment.
E247788 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: Foundation for Community Development | Statement: [Graça Machel, founder, Foundation for Community Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Foundation for Community Development
Context triple: [Graça Machel, founder, Foundation for Community Development]
  • A. Community Development Entities
    Community Development Entities are specialized organizations that attract and deploy private investment capital to support economic development and revitalization projects in low-income and underserved communities, often through programs like the New Markets Tax Credit.
  • B. Community Action Agencies
    Community Action Agencies are local nonprofit or public organizations in the United States that coordinate and deliver anti-poverty services and programs to low-income individuals and families.
  • C. Community Development Financial Institutions Fund
    The Community Development Financial Institutions Fund is a U.S. government program that promotes economic revitalization and community development by providing financial and technical assistance to mission-driven lenders serving low-income and underserved communities.
  • D. Community Development Block Grant program
    The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
  • E. Center for Social Innovation
    The Center for Social Innovation is a Stanford Graduate School of Business hub that advances research, education, and practice in social entrepreneurship and impact-driven leadership.
  • 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: Foundation for Community Development
Triple: [Graça Machel, founder, Foundation for Community Development]
Generated description
The Foundation for Community Development is a Mozambican non-governmental organization focused on promoting social and economic development, civic participation, and community empowerment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Foundation for Community Development
Target entity description: The Foundation for Community Development is a Mozambican non-governmental organization focused on promoting social and economic development, civic participation, and community empowerment.
  • A. Community Development Entities
    Community Development Entities are specialized organizations that attract and deploy private investment capital to support economic development and revitalization projects in low-income and underserved communities, often through programs like the New Markets Tax Credit.
  • B. Community Action Agencies
    Community Action Agencies are local nonprofit or public organizations in the United States that coordinate and deliver anti-poverty services and programs to low-income individuals and families.
  • C. Community Development Financial Institutions Fund
    The Community Development Financial Institutions Fund is a U.S. government program that promotes economic revitalization and community development by providing financial and technical assistance to mission-driven lenders serving low-income and underserved communities.
  • D. Community Development Block Grant program
    The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
  • E. Center for Social Innovation
    The Center for Social Innovation is a Stanford Graduate School of Business hub that advances research, education, and practice in social entrepreneurship and impact-driven leadership.
  • 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_69a88aa979788190ad6500f1d8eee2fc completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0be7fb4819081a5f9c46b616bdb completed March 7, 2026, 6:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b0eef98819083bede32490cba7e completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6bbccdb08190a73fd20a110219d9 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c3d07a08190a6221a33fd02f73e completed March 9, 2026, 6:44 a.m.
Created at: March 4, 2026, 7:47 p.m.