Triple

T1528607
Position Surface form Disambiguated ID Type / Status
Subject Nick Bostrom E32389 entity
Predicate notableWork P4 FINISHED
Object Human Enhancement
Human Enhancement is a philosophical and ethical exploration of how emerging technologies might radically improve human capacities and the profound implications of such transformations.
E173435 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: Human Enhancement | Statement: [Nick Bostrom, notableWork, Human Enhancement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Human Enhancement
Context triple: [Nick Bostrom, notableWork, Human Enhancement]
  • A. The Future of Eugenics
    "The Future of Eugenics" is a work by Leonard Darwin that explores and advocates for the application of early 20th-century eugenic ideas to social policy and human heredity.
  • B. 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.
  • C. Forbidden Fruit: The Ethics of Humanism
    "Forbidden Fruit: The Ethics of Humanism" is a philosophical work by Paul Kurtz that articulates and defends a secular, human-centered ethical framework independent of religious doctrine.
  • D. Brave New World Revisited
    Brave New World Revisited is Aldous Huxley’s non-fiction collection of essays in which he reflects on and updates the themes of his dystopian novel Brave New World in light of mid-20th-century political and technological developments.
  • E. The Science of Ethics
    The Science of Ethics is a major 19th-century philosophical work by Leslie Stephen that systematically examines moral philosophy and the foundations of ethical theory.
  • 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: Human Enhancement
Triple: [Nick Bostrom, notableWork, Human Enhancement]
Generated description
Human Enhancement is a philosophical and ethical exploration of how emerging technologies might radically improve human capacities and the profound implications of such transformations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Human Enhancement
Target entity description: Human Enhancement is a philosophical and ethical exploration of how emerging technologies might radically improve human capacities and the profound implications of such transformations.
  • A. The Future of Eugenics
    "The Future of Eugenics" is a work by Leonard Darwin that explores and advocates for the application of early 20th-century eugenic ideas to social policy and human heredity.
  • B. 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.
  • C. Forbidden Fruit: The Ethics of Humanism
    "Forbidden Fruit: The Ethics of Humanism" is a philosophical work by Paul Kurtz that articulates and defends a secular, human-centered ethical framework independent of religious doctrine.
  • D. Brave New World Revisited
    Brave New World Revisited is Aldous Huxley’s non-fiction collection of essays in which he reflects on and updates the themes of his dystopian novel Brave New World in light of mid-20th-century political and technological developments.
  • E. The Science of Ethics
    The Science of Ethics is a major 19th-century philosophical work by Leslie Stephen that systematically examines moral philosophy and the foundations of ethical theory.
  • 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_69a885e9b0ac819093a9806ad0efc82c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90812cb1c819099e7ad48fedcbe94 completed March 5, 2026, 4:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad2955dc788190988ebf911714437b completed March 8, 2026, 7:46 a.m.
NEDg Description generation batch_69ad2a18a79c81908f04ba9aa55d52a0 completed March 8, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a8deae8819095731fdd1b4bd310 completed March 8, 2026, 7:51 a.m.
Created at: March 4, 2026, 7:26 p.m.