Triple

T55590
Position Surface form Disambiguated ID Type / Status
Subject Yoshua Bengio E1098 entity
Predicate directorOf P537 FINISHED
Object Mila – Quebec Artificial Intelligence Institute
Mila – Quebec Artificial Intelligence Institute is a leading Montreal-based research center specializing in artificial intelligence and machine learning, renowned for its pioneering academic and industrial collaborations.
E4031 NE FINISHED

How this triple was built (5 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: Mila – Quebec Artificial Intelligence Institute | Statement: [Yoshua Bengio, directorOf, Mila – Quebec Artificial Intelligence Institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mila – Quebec Artificial Intelligence Institute
Context triple: [Yoshua Bengio, directorOf, Mila – Quebec Artificial Intelligence Institute]
  • A. Computer Science and Artificial Intelligence Laboratory (CSAIL)
    The Computer Science and Artificial Intelligence Laboratory (CSAIL) is MIT’s premier research lab for computer science, artificial intelligence, and related fields, known for pioneering work in areas such as robotics, machine learning, and systems.
  • B. MIT Media Lab
    The MIT Media Lab is an interdisciplinary research laboratory at the Massachusetts Institute of Technology known for pioneering work at the intersection of technology, design, media, and human-computer interaction.
  • C. Yoshua Bengio
    Yoshua Bengio is a Canadian computer scientist and deep learning pioneer whose work on neural networks and representation learning has been foundational to modern artificial intelligence.
  • D. McGill University
    McGill University is a leading public research university in Montreal, Canada, renowned for its strong academic programs, global reputation, and membership in major research-intensive university associations.
  • E. Claude
    Claude is a given name most famously associated with Claude Shannon, the American mathematician and electrical engineer known as the father of information theory.
  • 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: Mila – Quebec Artificial Intelligence Institute
Triple: [Yoshua Bengio, directorOf, Mila – Quebec Artificial Intelligence Institute]
Generated description
Mila – Quebec Artificial Intelligence Institute is a leading Montreal-based research center specializing in artificial intelligence and machine learning, renowned for its pioneering academic and industrial collaborations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mila – Quebec Artificial Intelligence Institute
Target entity description: Mila – Quebec Artificial Intelligence Institute is a leading Montreal-based research center specializing in artificial intelligence and machine learning, renowned for its pioneering academic and industrial collaborations.
  • A. Computer Science and Artificial Intelligence Laboratory (CSAIL)
    The Computer Science and Artificial Intelligence Laboratory (CSAIL) is MIT’s premier research lab for computer science, artificial intelligence, and related fields, known for pioneering work in areas such as robotics, machine learning, and systems.
  • B. MIT Media Lab
    The MIT Media Lab is an interdisciplinary research laboratory at the Massachusetts Institute of Technology known for pioneering work at the intersection of technology, design, media, and human-computer interaction.
  • C. Yoshua Bengio
    Yoshua Bengio is a Canadian computer scientist and deep learning pioneer whose work on neural networks and representation learning has been foundational to modern artificial intelligence.
  • D. McGill University
    McGill University is a leading public research university in Montreal, Canada, renowned for its strong academic programs, global reputation, and membership in major research-intensive university associations.
  • E. Claude
    Claude is a given name most famously associated with Claude Shannon, the American mathematician and electrical engineer known as the father of information theory.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: directorOf
Context triple: [Yoshua Bengio, directorOf, Mila – Quebec Artificial Intelligence Institute]
  • A. director
    Indicates that one entity serves as the director (creative or managerial leader) of another entity, such as a film, organization, or project.
  • B. officeHolderOf chosen
    Indicates that a person holds or has held an official position or role within a specified organization, institution, or office.
  • C. chairperson
    Indicates that one entity serves as the leader or head of a group, committee, or organization in relation to another entity.
  • D. designedBy
    Indicates that one entity is the creator, planner, or architect responsible for the form or structure of another entity.
  • E. enactedBy
    Indicates that a law, policy, or formal measure is officially established or brought into effect by a specific authority or governing body.
  • F. None of above.

Provenance (6 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_69a248adc5b48190aa8db9fb092fb28a completed Feb. 28, 2026, 1:45 a.m.
NER Named-entity recognition batch_69a24b3a9e848190b80de3c858678b3a completed Feb. 28, 2026, 1:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69a24e67187c8190950aec5d9f8ecc60 completed Feb. 28, 2026, 2:09 a.m.
NEDg Description generation batch_69a24f001c588190b7eec6eec4fb5fd9 completed Feb. 28, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_69a24fccea748190bf167f0d3a6b3f81 completed Feb. 28, 2026, 2:15 a.m.
PD Predicate disambiguation batch_69a24ac52fb08190aa7c38f83434f795 completed Feb. 28, 2026, 1:54 a.m.
Created at: Feb. 28, 2026, 1:50 a.m.