Triple

T10217023
Position Surface form Disambiguated ID Type / Status
Subject Murray Leinster E242470 entity
Predicate notableWork P4 FINISHED
Object The Ethical Equations
The Ethical Equations is a science fiction story by Murray Leinster that explores moral dilemmas arising from advanced technology and human interaction with alien life.
E850728 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: The Ethical Equations | Statement: [Murray Leinster, notableWork, The Ethical Equations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Ethical Equations
Context triple: [Murray Leinster, notableWork, The Ethical Equations]
  • A. 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.
  • B. 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.
  • C. The System of Ethics
    The System of Ethics is a foundational philosophical work by Johann Gottlieb Fichte that systematically develops his idealist moral philosophy and theory of human freedom.
  • D. Practical Ethics
    Practical Ethics is a widely influential philosophical book by Peter Singer that applies utilitarian reasoning to contemporary moral issues such as animal rights, global poverty, and euthanasia.
  • E. Ethics for the New Millennium
    Ethics for the New Millennium is a philosophical and spiritual book by the 14th Dalai Lama that outlines a universal, secular approach to compassion and moral living in the modern world.
  • 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: The Ethical Equations
Triple: [Murray Leinster, notableWork, The Ethical Equations]
Generated description
The Ethical Equations is a science fiction story by Murray Leinster that explores moral dilemmas arising from advanced technology and human interaction with alien life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Ethical Equations
Target entity description: The Ethical Equations is a science fiction story by Murray Leinster that explores moral dilemmas arising from advanced technology and human interaction with alien life.
  • A. 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.
  • B. 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.
  • C. The System of Ethics
    The System of Ethics is a foundational philosophical work by Johann Gottlieb Fichte that systematically develops his idealist moral philosophy and theory of human freedom.
  • D. Practical Ethics
    Practical Ethics is a widely influential philosophical book by Peter Singer that applies utilitarian reasoning to contemporary moral issues such as animal rights, global poverty, and euthanasia.
  • E. Ethics for the New Millennium
    Ethics for the New Millennium is a philosophical and spiritual book by the 14th Dalai Lama that outlines a universal, secular approach to compassion and moral living in the modern world.
  • 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_69d381ae26c48190985abd0e25ee5d04 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d3aa6e544c8190961cdd7f1fbe24e6 completed April 6, 2026, 12:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69d6a8142f948190b19e3c1f70f6430f completed April 8, 2026, 7:10 p.m.
NEDg Description generation batch_69d6d0003434819093e3f82a556db79c completed April 8, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69d6df3c8f748190923db41ef1a9a03a completed April 8, 2026, 11:05 p.m.
Created at: April 6, 2026, 11:06 a.m.