Triple
T28694
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Community Development Financial Institutions Fund |
E571
|
entity |
| Predicate | primaryBeneficiaries |
P1806
|
FINISHED |
| Object |
Community Development Financial Institutions
Community Development Financial Institutions are specialized financial organizations that provide responsible, affordable lending and financial services to underserved communities and populations that lack access to traditional banking.
|
E571
|
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 | Statement: [Community Development Financial Institutions Fund, primaryBeneficiaries, Community Development Financial Institutions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Community Development Financial Institutions Context triple: [Community Development Financial Institutions Fund, primaryBeneficiaries, Community Development Financial Institutions]
-
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.
United Nations Development Group
The United Nations Development Group is a consortium of UN agencies that coordinates and supports global development efforts, particularly around poverty reduction, sustainable development, and capacity building in developing countries.
-
C.
Farm-to-Fork Capital
Farm-to-Fork Capital is a nickname highlighting Sacramento’s reputation as a leading center for fresh, locally sourced food and agricultural abundance.
-
D.
Financial Industry Regulatory Authority
The Financial Industry Regulatory Authority (FINRA) is a U.S. self-regulatory organization that oversees brokerage firms and their registered representatives to protect investors and maintain fair, orderly securities markets.
-
E.
World Bank
The World Bank is an international financial institution that provides loans, grants, and expertise to developing countries to support economic development and reduce poverty.
- 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 Triple: [Community Development Financial Institutions Fund, primaryBeneficiaries, Community Development Financial Institutions]
Generated description
Community Development Financial Institutions are specialized financial organizations that provide responsible, affordable lending and financial services to underserved communities and populations that lack access to traditional banking.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Community Development Financial Institutions Target entity description: Community Development Financial Institutions are specialized financial organizations that provide responsible, affordable lending and financial services to underserved communities and populations that lack access to traditional banking.
-
A.
Community Development Financial Institutions Fund
chosen
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.
United Nations Development Group
The United Nations Development Group is a consortium of UN agencies that coordinates and supports global development efforts, particularly around poverty reduction, sustainable development, and capacity building in developing countries.
-
C.
Office of Faith-Based and Neighborhood Partnerships
The Office of Faith-Based and Neighborhood Partnerships is a White House office that coordinates the federal government’s engagement with religious and community organizations to address social needs and support policy initiatives.
-
D.
Farm-to-Fork Capital
Farm-to-Fork Capital is a nickname highlighting Sacramento’s reputation as a leading center for fresh, locally sourced food and agricultural abundance.
-
E.
Committee for Investments
The Committee for Investments is a Vatican body within the Roman Curia responsible for overseeing and guiding the Holy See’s financial and investment activities.
- F. None of above.
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_69a2479dec388190967ba648663442c9 |
completed | Feb. 28, 2026, 1:40 a.m. |
| NER | Named-entity recognition | batch_69a248751fa88190992b6262a44b54f3 |
completed | Feb. 28, 2026, 1:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2552eef10819094c0900499fb2d8f |
completed | Feb. 28, 2026, 2:38 a.m. |
| NEDg | Description generation | batch_69a2587d06a8819090b5988f9bf22344 |
completed | Feb. 28, 2026, 2:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a259457a4c8190808438f6ec06d8f9 |
completed | Feb. 28, 2026, 2:56 a.m. |
Created at: Feb. 28, 2026, 1:44 a.m.