Triple

T277079
Position Surface form Disambiguated ID Type / Status
Subject Herbert Spencer E5272 entity
Predicate notableWork P4 FINISHED
Object Education: Intellectual, Moral, and Physical
"Education: Intellectual, Moral, and Physical" is an influential 19th-century work by Herbert Spencer that outlines his philosophy of holistic education, emphasizing scientific training, moral development, and physical well-being.
E36050 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: Education: Intellectual, Moral, and Physical | Statement: [Herbert Spencer, notableWork, Education: Intellectual, Moral, and Physical]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Education: Intellectual, Moral, and Physical
Context triple: [Herbert Spencer, notableWork, Education: Intellectual, Moral, and Physical]
  • A. Cognitio, sapientia, humanitas
    "Cognitio, sapientia, humanitas" is the Latin motto of the University of Manchester, expressing its commitment to knowledge, wisdom, and humanity.
  • B. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • C. The Nature of True Virtue
    The Nature of True Virtue is a theological and philosophical treatise by Jonathan Edwards that explores the essence of genuine moral goodness as rooted in disinterested love to God and creation.
  • D. The Elements of Morality
    The Elements of Morality is a 19th-century philosophical treatise by William Whewell that systematically explores ethical theory, moral duties, and the foundations of human conduct.
  • E. Sapientia et Doctrina Stabilitas
    Sapientia et Doctrina Stabilitas is the Latin motto of Queen's University at Kingston, expressing its commitment to wisdom, learning, and enduring stability.
  • 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: Education: Intellectual, Moral, and Physical
Triple: [Herbert Spencer, notableWork, Education: Intellectual, Moral, and Physical]
Generated description
"Education: Intellectual, Moral, and Physical" is an influential 19th-century work by Herbert Spencer that outlines his philosophy of holistic education, emphasizing scientific training, moral development, and physical well-being.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Education: Intellectual, Moral, and Physical
Target entity description: "Education: Intellectual, Moral, and Physical" is an influential 19th-century work by Herbert Spencer that outlines his philosophy of holistic education, emphasizing scientific training, moral development, and physical well-being.
  • A. Cognitio, sapientia, humanitas
    "Cognitio, sapientia, humanitas" is the Latin motto of the University of Manchester, expressing its commitment to knowledge, wisdom, and humanity.
  • B. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • C. The Nature of True Virtue
    The Nature of True Virtue is a theological and philosophical treatise by Jonathan Edwards that explores the essence of genuine moral goodness as rooted in disinterested love to God and creation.
  • D. The Elements of Morality
    The Elements of Morality is a 19th-century philosophical treatise by William Whewell that systematically explores ethical theory, moral duties, and the foundations of human conduct.
  • E. Sapientia et Doctrina Stabilitas
    Sapientia et Doctrina Stabilitas is the Latin motto of Queen's University at Kingston, expressing its commitment to wisdom, learning, and enduring stability.
  • 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_69a257e6c8788190987dfe705ca2912a completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25ded68c88190b1fc595ce329aeb9 completed Feb. 28, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a391525a7081909166884a8ea47ace completed March 1, 2026, 1:07 a.m.
NEDg Description generation batch_69a391e734148190a56e6a07447af304 completed March 1, 2026, 1:09 a.m.
NED2 Entity disambiguation (via description) batch_69a3924ca2148190811f9d376805d0cd completed March 1, 2026, 1:11 a.m.
Created at: Feb. 28, 2026, 2:59 a.m.