Triple

T15313837
Position Surface form Disambiguated ID Type / Status
Subject Caffe E366103 entity
Predicate developer P73 FINISHED
Object 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.
E1150789 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: Berkeley Vision and Learning Center | Statement: [Caffe, developer, Berkeley Vision and Learning Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Berkeley Vision and Learning Center
Context triple: [Caffe, developer, Berkeley Vision and Learning Center]
  • A. Berkeley Artificial Intelligence Research Lab
    The Berkeley Artificial Intelligence Research Lab is a leading UC Berkeley research group focused on advancing the theory and practice of artificial intelligence and machine learning.
  • B. 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.
  • C. 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.
  • D. UC Berkeley ASPIRE Lab
    UC Berkeley ASPIRE Lab is a research group at the University of California, Berkeley focused on advancing computer architecture and systems, particularly open and energy-efficient computing platforms.
  • E. 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.
  • 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: Berkeley Vision and Learning Center
Triple: [Caffe, developer, Berkeley Vision and Learning Center]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Berkeley Vision and Learning Center
Target entity description: 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.
  • A. Berkeley Artificial Intelligence Research Lab
    The Berkeley Artificial Intelligence Research Lab is a leading UC Berkeley research group focused on advancing the theory and practice of artificial intelligence and machine learning.
  • B. 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.
  • C. 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.
  • D. UC Berkeley ASPIRE Lab
    UC Berkeley ASPIRE Lab is a research group at the University of California, Berkeley focused on advancing computer architecture and systems, particularly open and energy-efficient computing platforms.
  • E. 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.
  • 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_69d85a113ee881908e297a1d38dd79fa completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03dd050108190a584543cb93943a4 completed April 16, 2026, 1:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef8a3da3881909b50cfbec0543adc completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefdb82b2081908084a12a58ad3477 completed May 9, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69fefe6c42708190bd893885fc5bc88e completed May 9, 2026, 9:29 a.m.
Created at: April 10, 2026, 3:16 a.m.