Triple
T526956
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CDFI Fund NMTC Program Office |
E10939
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object |
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.
|
E65827
|
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 Entities | Statement: [CDFI Fund NMTC Program Office, worksWith, Community Development Entities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Community Development Entities Context triple: [CDFI Fund NMTC Program Office, worksWith, Community Development Entities]
-
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 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.
-
C.
Community Enterprise Clinic
The Community Enterprise Clinic is a Columbia Law School legal clinic where students provide transactional and advisory services to support small businesses, nonprofits, and community-based organizations.
-
D.
Urban Affairs Council
The Urban Affairs Council was a former White House advisory body focused on coordinating federal policy and programs related to urban development and city issues in the United States.
-
E.
Bi-State Development Agency
The Bi-State Development Agency is a regional public authority that operates and oversees public transportation services, including Metro Transit, in the Greater St. Louis metropolitan area.
- 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 Entities Triple: [CDFI Fund NMTC Program Office, worksWith, Community Development Entities]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Community Development Entities Target entity description: 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.
-
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 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.
-
C.
Community Enterprise Clinic
The Community Enterprise Clinic is a Columbia Law School legal clinic where students provide transactional and advisory services to support small businesses, nonprofits, and community-based organizations.
-
D.
Urban Affairs Council
The Urban Affairs Council was a former White House advisory body focused on coordinating federal policy and programs related to urban development and city issues in the United States.
-
E.
Bi-State Development Agency
The Bi-State Development Agency is a regional public authority that operates and oversees public transportation services, including Metro Transit, in the Greater St. Louis metropolitan area.
- 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_69a2e84b16c4819088d284c47c3a7968 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1d0d22081908aad915482d39e74 |
completed | Feb. 28, 2026, 1:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4b24157608190b4c7df2cae453a1f |
completed | March 1, 2026, 9:40 p.m. |
| NEDg | Description generation | batch_69a4b4117f60819093b6eed4e9eb4630 |
completed | March 1, 2026, 9:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4b476ecc881909ff7efbb3299ace3 |
completed | March 1, 2026, 9:49 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.