Triple
T503141
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Urban League |
E10441
|
entity |
| Predicate | program |
P804
|
FINISHED |
| Object |
Urban League Entrepreneurship Centers
Urban League Entrepreneurship Centers are business support hubs run by the National Urban League that provide training, counseling, and resources to help entrepreneurs—particularly in underserved communities—start, grow, and sustain their businesses.
|
E40511
|
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: Urban League Entrepreneurship Centers | Statement: [National Urban League, program, Urban League Entrepreneurship Centers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Urban League Entrepreneurship Centers Context triple: [National Urban League, program, Urban League Entrepreneurship Centers]
-
A.
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.
-
B.
Lester Center for Entrepreneurship
The Lester Center for Entrepreneurship is a leading hub at UC Berkeley that supports innovation, startup education, and entrepreneurial initiatives for students and the broader business community.
-
C.
Small Business Development Center Program
The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
-
D.
Penn Center
Penn Center is a major commercial and office complex in downtown Philadelphia that emerged as one of the city’s first large-scale urban renewal projects in the mid-20th century.
-
E.
McNair Center for Entrepreneurship and Economic Growth
The McNair Center for Entrepreneurship and Economic Growth is a research and policy center focused on advancing entrepreneurship and pro-growth economic policies through analysis, education, and public engagement.
- 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: Urban League Entrepreneurship Centers Triple: [National Urban League, program, Urban League Entrepreneurship Centers]
Generated description
Urban League Entrepreneurship Centers are business support hubs run by the National Urban League that provide training, counseling, and resources to help entrepreneurs—particularly in underserved communities—start, grow, and sustain their businesses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Urban League Entrepreneurship Centers Target entity description: Urban League Entrepreneurship Centers are business support hubs run by the National Urban League that provide training, counseling, and resources to help entrepreneurs—particularly in underserved communities—start, grow, and sustain their businesses.
-
A.
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.
-
B.
Lester Center for Entrepreneurship
The Lester Center for Entrepreneurship is a leading hub at UC Berkeley that supports innovation, startup education, and entrepreneurial initiatives for students and the broader business community.
-
C.
Small Business Development Center Program
chosen
The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
-
D.
Penn Center
Penn Center is a major commercial and office complex in downtown Philadelphia that emerged as one of the city’s first large-scale urban renewal projects in the mid-20th century.
-
E.
McNair Center for Entrepreneurship and Economic Growth
The McNair Center for Entrepreneurship and Economic Growth is a research and policy center focused on advancing entrepreneurship and pro-growth economic policies through analysis, education, and public engagement.
- 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_69a2e848adf881908e5e04f7af030093 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1357738819085eae6c10fa2fca9 |
completed | Feb. 28, 2026, 1:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4854692348190b87efc0d4559f63f |
completed | March 1, 2026, 6:28 p.m. |
| NEDg | Description generation | batch_69a485da078c819098bc4a2bca818d5e |
completed | March 1, 2026, 6:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a486416de48190864ed2874556f5ef |
completed | March 1, 2026, 6:32 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.