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.