Triple

T4386836
Position Surface form Disambiguated ID Type / Status
Subject ICML E99263 entity
Predicate organizedBy P123 FINISHED
Object International Machine Learning Society
The International Machine Learning Society is a professional organization that oversees and supports the International Conference on Machine Learning (ICML) and related activities in the machine learning research community.
E435083 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: International Machine Learning Society | Statement: [ICML, organizedBy, International Machine Learning Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: International Machine Learning Society
Context triple: [ICML, organizedBy, International Machine Learning Society]
  • A. ICML
    ICML (International Conference on Machine Learning) is one of the premier global academic conferences focused on research in machine learning and related fields.
  • B. IEEE Computational Intelligence Society
    The IEEE Computational Intelligence Society is a professional society of the IEEE that focuses on advancing the theory, design, application, and education of computational intelligence technologies such as neural networks, fuzzy systems, and evolutionary computation.
  • C. ICLR
    ICLR (International Conference on Learning Representations) is a leading annual machine learning conference focused on deep learning and representation learning research.
  • D. American Association for Artificial Intelligence
    The American Association for Artificial Intelligence, now known as the Association for the Advancement of Artificial Intelligence (AAAI), is a leading scientific society dedicated to advancing research, education, and responsible use of artificial intelligence.
  • E. IEEE Computer Society Technical Committee on Pattern Analysis and Machine Intelligence
    The IEEE Computer Society Technical Committee on Pattern Analysis and Machine Intelligence is a leading professional body that advances research and standards in computer vision, pattern recognition, and machine learning within the IEEE community.
  • 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: International Machine Learning Society
Triple: [ICML, organizedBy, International Machine Learning Society]
Generated description
The International Machine Learning Society is a professional organization that oversees and supports the International Conference on Machine Learning (ICML) and related activities in the machine learning research community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: International Machine Learning Society
Target entity description: The International Machine Learning Society is a professional organization that oversees and supports the International Conference on Machine Learning (ICML) and related activities in the machine learning research community.
  • A. ICML
    ICML (International Conference on Machine Learning) is one of the premier global academic conferences focused on research in machine learning and related fields.
  • B. IEEE Computational Intelligence Society
    The IEEE Computational Intelligence Society is a professional society of the IEEE that focuses on advancing the theory, design, application, and education of computational intelligence technologies such as neural networks, fuzzy systems, and evolutionary computation.
  • C. ICLR
    ICLR (International Conference on Learning Representations) is a leading annual machine learning conference focused on deep learning and representation learning research.
  • D. American Association for Artificial Intelligence
    The American Association for Artificial Intelligence, now known as the Association for the Advancement of Artificial Intelligence (AAAI), is a leading scientific society dedicated to advancing research, education, and responsible use of artificial intelligence.
  • E. IEEE Computer Society Technical Committee on Pattern Analysis and Machine Intelligence
    The IEEE Computer Society Technical Committee on Pattern Analysis and Machine Intelligence is a leading professional body that advances research and standards in computer vision, pattern recognition, and machine learning within the IEEE community.
  • 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_69b3454f739481909ff6c28331f0c0b9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352669f608190b3aa7030d8073e04 completed March 12, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e52a0488819081fe724d592d8fdf completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e619964081908193b4b40a940336 completed March 14, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69b5e681fa5c819084ec0e9092275754 completed March 14, 2026, 10:51 p.m.
Created at: March 12, 2026, 11:19 p.m.