Triple

T2021614
Position Surface form Disambiguated ID Type / Status
Subject Phi Beta Kappa Society E44116 entity
Predicate mottoOriginalLanguage P17012 FINISHED
Object Philosophia Biou Kybernetes
Philosophia Biou Kybernetes is an ancient Greek phrase meaning "Love of learning is the guide of life," serving as the motto of the Phi Beta Kappa Society.
E225240 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: Philosophia Biou Kybernetes | Statement: [Phi Beta Kappa Society, mottoOriginalLanguage, Philosophia Biou Kybernetes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Philosophia Biou Kybernetes
Context triple: [Phi Beta Kappa Society, mottoOriginalLanguage, Philosophia Biou Kybernetes]
  • A. Cybernetics: Or Control and Communication in the Animal and the Machine
    "Cybernetics: Or Control and Communication in the Animal and the Machine" is Norbert Wiener's foundational 1948 work that established the field of cybernetics by analyzing feedback, control, and communication in biological organisms and machines.
  • B. The Concept of Mind
    The Concept of Mind is a 1949 philosophical work by Gilbert Ryle that critiques Cartesian dualism and introduces the idea of mental concepts as dispositions rather than inner ghostly states.
  • C. Analysis of the Phenomena of the Human Mind
    Analysis of the Phenomena of the Human Mind is an influential 1829 work of associationist psychology and philosophy by James Mill that systematically examines mental processes through the principles of association.
  • D. Course of Positive Philosophy
    Course of Positive Philosophy is Auguste Comte’s foundational multi-volume work that systematically outlines positivism and the hierarchy of the sciences, laying the groundwork for modern sociology.
  • E. The Human Use of Human Beings
    The Human Use of Human Beings is a seminal book by cybernetics pioneer Norbert Wiener that explores the social, ethical, and philosophical implications of automation, communication, and control in human society.
  • 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: Philosophia Biou Kybernetes
Triple: [Phi Beta Kappa Society, mottoOriginalLanguage, Philosophia Biou Kybernetes]
Generated description
Philosophia Biou Kybernetes is an ancient Greek phrase meaning "Love of learning is the guide of life," serving as the motto of the Phi Beta Kappa Society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Philosophia Biou Kybernetes
Target entity description: Philosophia Biou Kybernetes is an ancient Greek phrase meaning "Love of learning is the guide of life," serving as the motto of the Phi Beta Kappa Society.
  • A. Cybernetics: Or Control and Communication in the Animal and the Machine
    "Cybernetics: Or Control and Communication in the Animal and the Machine" is Norbert Wiener's foundational 1948 work that established the field of cybernetics by analyzing feedback, control, and communication in biological organisms and machines.
  • B. The Concept of Mind
    The Concept of Mind is a 1949 philosophical work by Gilbert Ryle that critiques Cartesian dualism and introduces the idea of mental concepts as dispositions rather than inner ghostly states.
  • C. Analysis of the Phenomena of the Human Mind
    Analysis of the Phenomena of the Human Mind is an influential 1829 work of associationist psychology and philosophy by James Mill that systematically examines mental processes through the principles of association.
  • D. Course of Positive Philosophy
    Course of Positive Philosophy is Auguste Comte’s foundational multi-volume work that systematically outlines positivism and the hierarchy of the sciences, laying the groundwork for modern sociology.
  • E. The Human Use of Human Beings
    The Human Use of Human Beings is a seminal book by cybernetics pioneer Norbert Wiener that explores the social, ethical, and philosophical implications of automation, communication, and control in human society.
  • 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_69a8891201bc8190aca837be6de41579 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb8ee02dc81908fec9fd8df7a4f40 completed March 7, 2026, 5:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0af60fac8190bc8c8a212a422305 completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0b8bd2bc8190a6f16519f3f6e924 completed March 8, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69ae0bf5364c8190bffbbd211a5e11a6 completed March 8, 2026, 11:53 p.m.
Created at: March 4, 2026, 7:38 p.m.