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.