Triple

T3202982
Position Surface form Disambiguated ID Type / Status
Subject MIT community E67093 entity
Predicate participatesIn P149 FINISHED
Object MIT entrepreneurship ecosystem
The MIT entrepreneurship ecosystem is a dynamic network of programs, resources, mentors, and funding opportunities that supports students, faculty, and alumni in launching and scaling innovative startups.
E335123 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: MIT entrepreneurship ecosystem | Statement: [MIT community, participatesIn, MIT entrepreneurship ecosystem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MIT entrepreneurship ecosystem
Context triple: [MIT community, participatesIn, MIT entrepreneurship ecosystem]
  • A. 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.
  • B. Center for Entrepreneurial Studies
    The Center for Entrepreneurial Studies is a Stanford Graduate School of Business hub that supports research, education, and experiential learning in entrepreneurship and innovation.
  • C. Illinois innovation ecosystem
    The Illinois innovation ecosystem is a statewide network of research institutions, technology corridors, startups, corporations, and support organizations that drive technological advancement, entrepreneurship, and economic growth across Illinois.
  • D. Mack Institute for Innovation Management
    The Mack Institute for Innovation Management is a research and education center at the Wharton School focused on advancing knowledge and practice in innovation, technology management, and strategic change.
  • E. Stanford Institute for Innovation in Developing Economies (SEED)
    The Stanford Institute for Innovation in Developing Economies (SEED) is a Stanford Graduate School of Business initiative that supports entrepreneurship and economic growth in developing regions through research, education, and on-the-ground programs.
  • 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: MIT entrepreneurship ecosystem
Triple: [MIT community, participatesIn, MIT entrepreneurship ecosystem]
Generated description
The MIT entrepreneurship ecosystem is a dynamic network of programs, resources, mentors, and funding opportunities that supports students, faculty, and alumni in launching and scaling innovative startups.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MIT entrepreneurship ecosystem
Target entity description: The MIT entrepreneurship ecosystem is a dynamic network of programs, resources, mentors, and funding opportunities that supports students, faculty, and alumni in launching and scaling innovative startups.
  • A. 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.
  • B. Center for Entrepreneurial Studies
    The Center for Entrepreneurial Studies is a Stanford Graduate School of Business hub that supports research, education, and experiential learning in entrepreneurship and innovation.
  • C. Illinois innovation ecosystem
    The Illinois innovation ecosystem is a statewide network of research institutions, technology corridors, startups, corporations, and support organizations that drive technological advancement, entrepreneurship, and economic growth across Illinois.
  • D. Mack Institute for Innovation Management
    The Mack Institute for Innovation Management is a research and education center at the Wharton School focused on advancing knowledge and practice in innovation, technology management, and strategic change.
  • E. Stanford Institute for Innovation in Developing Economies (SEED)
    The Stanford Institute for Innovation in Developing Economies (SEED) is a Stanford Graduate School of Business initiative that supports entrepreneurship and economic growth in developing regions through research, education, and on-the-ground programs.
  • 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_69ad8589bd988190afa7ed2bdffb7b33 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada9b188a88190b7b5e9b3be9410db completed March 8, 2026, 4:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24bc7772c8190b286141dac5ea778 completed March 12, 2026, 5:14 a.m.
NEDg Description generation batch_69b24ca05434819080ee515b1e7bdcb4 completed March 12, 2026, 5:18 a.m.
NED2 Entity disambiguation (via description) batch_69b24d19250c81908a9c3ac95b83a473 completed March 12, 2026, 5:20 a.m.
Created at: March 8, 2026, 3:07 p.m.