Triple

T7850914
Position Surface form Disambiguated ID Type / Status
Subject Daniel Kraft E182048 entity
Predicate affiliatedWith P254 FINISHED
Object Singularity University
Singularity University is an innovation and education organization that focuses on leveraging exponential technologies to address global challenges and foster transformative entrepreneurship.
 E699991 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: Singularity University | Statement: [Daniel Kraft, affiliatedWith, Singularity University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Singularity University
Context triple: [Daniel Kraft, affiliatedWith, Singularity University]
  • A. Foresight Institute
    Foresight Institute is a nonprofit think tank and advocacy organization focused on advancing transformative technologies such as nanotechnology, biotechnology, and artificial intelligence for the long-term benefit of humanity.
  • B. Sutardja Center for Entrepreneurship and Technology
    The Sutardja Center for Entrepreneurship and Technology is UC Berkeley’s premier hub for innovation education, offering interdisciplinary programs that blend engineering, business, and design to foster technology startups and entrepreneurial leaders.
  • C. Cambridge Innovation Center
    Cambridge Innovation Center is a prominent coworking and startup hub in Cambridge, Massachusetts, known for housing numerous technology and life-science companies and fostering entrepreneurial innovation.
  • D. Thiel Capital
    Thiel Capital is an investment firm and family office managing the personal capital and strategic ventures of billionaire entrepreneur and investor Peter Thiel.
  • E. Institute of Priority Technologies
    The Institute of Priority Technologies is a specialized academic and research unit of Volgograd State University focused on advanced, high-priority scientific and technological fields.
  • 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: Singularity University
Triple: [Daniel Kraft, affiliatedWith, Singularity University]
Generated description
Singularity University is an innovation and education organization that focuses on leveraging exponential technologies to address global challenges and foster transformative entrepreneurship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Singularity University
Target entity description: Singularity University is an innovation and education organization that focuses on leveraging exponential technologies to address global challenges and foster transformative entrepreneurship.
  • A. Foresight Institute
    Foresight Institute is a nonprofit think tank and advocacy organization focused on advancing transformative technologies such as nanotechnology, biotechnology, and artificial intelligence for the long-term benefit of humanity.
  • B. Sutardja Center for Entrepreneurship and Technology
    The Sutardja Center for Entrepreneurship and Technology is UC Berkeley’s premier hub for innovation education, offering interdisciplinary programs that blend engineering, business, and design to foster technology startups and entrepreneurial leaders.
  • C. Cambridge Innovation Center
    Cambridge Innovation Center is a prominent coworking and startup hub in Cambridge, Massachusetts, known for housing numerous technology and life-science companies and fostering entrepreneurial innovation.
  • D. Thiel Capital
    Thiel Capital is an investment firm and family office managing the personal capital and strategic ventures of billionaire entrepreneur and investor Peter Thiel.
  • E. Institute of Priority Technologies
    The Institute of Priority Technologies is a specialized academic and research unit of Volgograd State University focused on advanced, high-priority scientific and technological fields.
  • F. None of above. chosen

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_69ca82869ee08190b8f9040dbc2c0467 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb18eaac508190bf373b1d50b52e1e completed March 31, 2026, 12:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b0d95748190a202258214dda2ae completed March 31, 2026, 5:26 a.m.
NEDg Description generation batch_69cb762eab0881909c5035b3086dfdd9 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb801cc0c8190864d28e199eb5e67 completed March 31, 2026, 12:03 p.m.
Created at: March 30, 2026, 4:50 p.m.