Triple

T13936007
Position Surface form Disambiguated ID Type / Status
Subject MIT entrepreneurship ecosystem E335123 entity
Predicate includes P1393 FINISHED
Object MIT Legatum Center for Development and Entrepreneurship
The MIT Legatum Center for Development and Entrepreneurship is a program at the Massachusetts Institute of Technology that supports and accelerates entrepreneurs focused on driving inclusive innovation and economic development in emerging markets.
E1069529 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 Legatum Center for Development and Entrepreneurship | Statement: [MIT entrepreneurship ecosystem, includes, MIT Legatum Center for Development and Entrepreneurship]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MIT Legatum Center for Development and Entrepreneurship
Context triple: [MIT entrepreneurship ecosystem, includes, MIT Legatum Center for Development and Entrepreneurship]
  • 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. MIT X Consortium
    The MIT X Consortium was a collaborative organization based at MIT that coordinated the development and standardization of the X Window System for Unix-like operating systems.
  • C. 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.
  • D. 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.
  • E. MIT Institute for Data, Systems, and Society
    The MIT Institute for Data, Systems, and Society is an interdisciplinary research and education institute at the Massachusetts Institute of Technology focused on data science, systems engineering, and social science to address complex societal challenges.
  • 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 Legatum Center for Development and Entrepreneurship
Triple: [MIT entrepreneurship ecosystem, includes, MIT Legatum Center for Development and Entrepreneurship]
Generated description
The MIT Legatum Center for Development and Entrepreneurship is a program at the Massachusetts Institute of Technology that supports and accelerates entrepreneurs focused on driving inclusive innovation and economic development in emerging markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MIT Legatum Center for Development and Entrepreneurship
Target entity description: The MIT Legatum Center for Development and Entrepreneurship is a program at the Massachusetts Institute of Technology that supports and accelerates entrepreneurs focused on driving inclusive innovation and economic development in emerging markets.
  • 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. MIT X Consortium
    The MIT X Consortium was a collaborative organization based at MIT that coordinated the development and standardization of the X Window System for Unix-like operating systems.
  • C. 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.
  • D. 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.
  • E. MIT Institute for Data, Systems, and Society
    The MIT Institute for Data, Systems, and Society is an interdisciplinary research and education institute at the Massachusetts Institute of Technology focused on data science, systems engineering, and social science to address complex societal challenges.
  • 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_69d81c5f739081908bc05b2461f54828 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2cf42878819085146670d7b92605 completed April 14, 2026, 12:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce880a98819086ae25d3408bc723 completed May 3, 2026, 10:39 p.m.
NEDg Description generation batch_69f7cf24c9d88190b6e93859cb3659ef completed May 3, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69f7cfa34a448190affb5b86efc37cf4 completed May 3, 2026, 10:43 p.m.
Created at: April 9, 2026, 10:17 p.m.