Triple

T15511830
Position Surface form Disambiguated ID Type / Status
Subject Fei-Fei Li E368727 entity
Predicate coFounded P104 FINISHED
Object Stanford Institute for Human-Centered Artificial Intelligence
The Stanford Institute for Human-Centered Artificial Intelligence is a Stanford University research institute focused on advancing AI technologies that are guided by and aligned with human needs, values, and societal benefit.
E1160171 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: Stanford Institute for Human-Centered Artificial Intelligence | Statement: [Fei-Fei Li, coFounded, Stanford Institute for Human-Centered Artificial Intelligence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stanford Institute for Human-Centered Artificial Intelligence
Context triple: [Fei-Fei Li, coFounded, Stanford Institute for Human-Centered Artificial Intelligence]
  • A. Stanford Artificial Intelligence Laboratory
    The Stanford Artificial Intelligence Laboratory is a leading research center at Stanford University dedicated to advancing the theory and practice of artificial intelligence across robotics, machine learning, and related fields.
  • B. Berkeley Vision and Learning Center
    Berkeley Vision and Learning Center is a research group at the University of California, Berkeley focused on advancing computer vision and machine learning, known for creating influential open-source tools and datasets.
  • C. Center for Humans and Machines
    The Center for Humans and Machines is a research unit that studies the interactions between humans and intelligent technologies, focusing on how digitalization and AI shape individual behavior and society.
  • D. International Computer Science Institute
    The International Computer Science Institute is an independent, nonprofit research organization in Berkeley, California, known for its influential work in computer science and close ties to the University of California, Berkeley.
  • E. School of Humanities and Sciences, Stanford University
    The School of Humanities and Sciences at Stanford University is the university’s largest academic division, encompassing a wide range of disciplines in the arts, humanities, social sciences, and natural sciences.
  • 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: Stanford Institute for Human-Centered Artificial Intelligence
Triple: [Fei-Fei Li, coFounded, Stanford Institute for Human-Centered Artificial Intelligence]
Generated description
The Stanford Institute for Human-Centered Artificial Intelligence is a Stanford University research institute focused on advancing AI technologies that are guided by and aligned with human needs, values, and societal benefit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stanford Institute for Human-Centered Artificial Intelligence
Target entity description: The Stanford Institute for Human-Centered Artificial Intelligence is a Stanford University research institute focused on advancing AI technologies that are guided by and aligned with human needs, values, and societal benefit.
  • A. Stanford Artificial Intelligence Laboratory
    The Stanford Artificial Intelligence Laboratory is a leading research center at Stanford University dedicated to advancing the theory and practice of artificial intelligence across robotics, machine learning, and related fields.
  • B. Berkeley Vision and Learning Center
    Berkeley Vision and Learning Center is a research group at the University of California, Berkeley focused on advancing computer vision and machine learning, known for creating influential open-source tools and datasets.
  • C. Center for Humans and Machines
    The Center for Humans and Machines is a research unit that studies the interactions between humans and intelligent technologies, focusing on how digitalization and AI shape individual behavior and society.
  • D. International Computer Science Institute
    The International Computer Science Institute is an independent, nonprofit research organization in Berkeley, California, known for its influential work in computer science and close ties to the University of California, Berkeley.
  • E. School of Humanities and Sciences, Stanford University
    The School of Humanities and Sciences at Stanford University is the university’s largest academic division, encompassing a wide range of disciplines in the arts, humanities, social sciences, and natural sciences.
  • 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_69d85a1794cc8190b0b428716296e63e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e04030c0208190a1931ea130075603 completed April 16, 2026, 1:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3671a4448190b81edae6ff2669a7 completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff3725d74081908603d9970857c8b6 completed May 9, 2026, 1:31 p.m.
NED2 Entity disambiguation (via description) batch_69ff37ce835c81909d4538fa4cbfe91f completed May 9, 2026, 1:34 p.m.
Created at: April 10, 2026, 3:56 a.m.