Triple

T799268
Position Surface form Disambiguated ID Type / Status
Subject John McCarthy E17090 entity
Predicate memberOf P10 FINISHED
Object 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.
E94994 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: American Association for Artificial Intelligence | Statement: [John McCarthy, memberOf, American Association for Artificial Intelligence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Association for Artificial Intelligence
Context triple: [John McCarthy, memberOf, American Association for Artificial Intelligence]
  • A. American Federation of Information Processing Societies
    The American Federation of Information Processing Societies was a pioneering U.S. umbrella organization of professional computing societies that played a key role in the early development and promotion of computer science and information processing.
  • B. Association for Computing Machinery
    The Association for Computing Machinery is a leading international scientific and educational society dedicated to advancing computing as a science and profession.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: American Association for Artificial Intelligence
Triple: [John McCarthy, memberOf, American Association for Artificial Intelligence]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Association for Artificial Intelligence
Target entity description: 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.
  • A. American Federation of Information Processing Societies
    The American Federation of Information Processing Societies was a pioneering U.S. umbrella organization of professional computing societies that played a key role in the early development and promotion of computer science and information processing.
  • B. Association for Computing Machinery
    The Association for Computing Machinery is a leading international scientific and educational society dedicated to advancing computing as a science and profession.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69a49378b9c48190adbf5f62e5b7aca1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a7cb26dc8190bdd3a278b8695873 completed March 1, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69a67f01cca881908c1d230048be1225 completed March 3, 2026, 6:26 a.m.
NEDg Description generation batch_69a6800b410881909d95ab4c3612b501 completed March 3, 2026, 6:30 a.m.
NED2 Entity disambiguation (via description) batch_69a680bae34481909255d07f325d97d4 completed March 3, 2026, 6:33 a.m.
Created at: March 1, 2026, 7:38 p.m.