Triple

T23112235
Position Surface form Disambiguated ID Type / Status
Subject Barnett Helzberg Jr. E576349 entity
Predicate founded P104 FINISHED
Object Helzberg Entrepreneurial Mentoring Program NE NERFINISHED

How this triple was built (3 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: Helzberg Entrepreneurial Mentoring Program | Statement: [Barnett Helzberg Jr., founded, Helzberg Entrepreneurial Mentoring Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Helzberg Entrepreneurial Mentoring Program
Context triple: [Barnett Helzberg Jr., founded, Helzberg Entrepreneurial Mentoring Program]
  • A. SBA Mentor-Protégé Program
    The SBA Mentor-Protégé Program is a U.S. Small Business Administration initiative that pairs small businesses with more experienced companies to provide guidance, resources, and contracting opportunities that help them grow and compete for federal contracts.
  • B. VentureStar program
    The VentureStar program was a proposed NASA and Lockheed Martin initiative to develop a reusable single-stage-to-orbit spaceplane intended to dramatically reduce the cost of access to space.
  • C. Zell Lurie Institute for Entrepreneurial Studies
    The Zell Lurie Institute for Entrepreneurial Studies is a leading entrepreneurship education and venture development center at the University of Michigan that supports students and startups through courses, funding, and mentorship.
  • D. Stephenson Entrepreneurship Institute
    The Stephenson Entrepreneurship Institute is a business-focused center at Louisiana State University that promotes entrepreneurship education, innovation, and venture development for students and the regional community.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Helzberg Entrepreneurial Mentoring Program
Target entity description: The Helzberg Entrepreneurial Mentoring Program is a mentorship initiative that pairs experienced business leaders with emerging entrepreneurs to foster growth, leadership, and long-term success in their ventures.
  • A. SBA Mentor-Protégé Program
    The SBA Mentor-Protégé Program is a U.S. Small Business Administration initiative that pairs small businesses with more experienced companies to provide guidance, resources, and contracting opportunities that help them grow and compete for federal contracts.
  • B. VentureStar program
    The VentureStar program was a proposed NASA and Lockheed Martin initiative to develop a reusable single-stage-to-orbit spaceplane intended to dramatically reduce the cost of access to space.
  • C. Zell Lurie Institute for Entrepreneurial Studies
    The Zell Lurie Institute for Entrepreneurial Studies is a leading entrepreneurship education and venture development center at the University of Michigan that supports students and startups through courses, funding, and mentorship.
  • D. Stephenson Entrepreneurship Institute
    The Stephenson Entrepreneurship Institute is a business-focused center at Louisiana State University that promotes entrepreneurship education, innovation, and venture development for students and the regional community.
  • E. 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.
  • F. None of above. chosen

Provenance (2 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_69e245f4af548190898d434a64a1e774 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e100d408190a7349563235640d5 completed April 29, 2026, 4:50 a.m.
Created at: April 17, 2026, 3:58 p.m.