Triple
T4230732
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Home Loan Bank of Atlanta |
E94572
|
entity |
| Predicate | hasMemberOf |
P7638
|
FINISHED |
| Object |
community development financial institutions (CDFIs)
Community development financial institutions (CDFIs) are specialized financial organizations that provide responsible, affordable lending and financial services to underserved communities to promote economic development and financial inclusion.
|
E421656
|
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: community development financial institutions (CDFIs) | Statement: [Federal Home Loan Bank of Atlanta, hasMemberOf, community development financial institutions (CDFIs)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: community development financial institutions (CDFIs) Context triple: [Federal Home Loan Bank of Atlanta, hasMemberOf, community development financial institutions (CDFIs)]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Urban Empowerment Fund
The Urban Empowerment Fund is a financial initiative of the National Urban League that provides capital and support to spur economic development and entrepreneurship in underserved urban communities.
-
E.
Clinton Development Initiative
The Clinton Development Initiative is a program of the Clinton Foundation that focuses on fostering sustainable economic growth and improving livelihoods in developing countries, particularly through agricultural and community development projects.
- 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: community development financial institutions (CDFIs) Triple: [Federal Home Loan Bank of Atlanta, hasMemberOf, community development financial institutions (CDFIs)]
Generated description
Community development financial institutions (CDFIs) are specialized financial organizations that provide responsible, affordable lending and financial services to underserved communities to promote economic development and financial inclusion.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: community development financial institutions (CDFIs) Target entity description: Community development financial institutions (CDFIs) are specialized financial organizations that provide responsible, affordable lending and financial services to underserved communities to promote economic development and financial inclusion.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Urban Empowerment Fund
The Urban Empowerment Fund is a financial initiative of the National Urban League that provides capital and support to spur economic development and entrepreneurship in underserved urban communities.
-
E.
Clinton Development Initiative
The Clinton Development Initiative is a program of the Clinton Foundation that focuses on fostering sustainable economic growth and improving livelihoods in developing countries, particularly through agricultural and community development projects.
- 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_69b3453700a08190ae88792e3dc63207 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34f7d20b48190a404638c68c31026 |
completed | March 12, 2026, 11:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5964f364881908c53cd46af6b1e98 |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b59731052881908d9358dc629a4018 |
completed | March 14, 2026, 5:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b597c529a08190bbf2af92bfef1aa2 |
completed | March 14, 2026, 5:15 p.m. |
Created at: March 12, 2026, 11:05 p.m.