Triple
T23112236
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barnett Helzberg Jr. |
E576349
|
entity |
| Predicate | notableFor |
P22
|
FINISHED |
| Object | Helzberg Entrepreneurial Mentoring Program |
—
|
NE NERFINISHED |
How this triple was built (2 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., notableFor, 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., notableFor, Helzberg Entrepreneurial Mentoring Program]
-
A.
Helzberg Entrepreneurial Mentoring Program
chosen
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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.