Triple

T8056943
Position Surface form Disambiguated ID Type / Status
Subject The Principles of Ethics E188025 entity
Predicate hasPart P35 FINISHED
Object The Ethics of Social Life: Negative Beneficence
"The Ethics of Social Life: Negative Beneficence" is a section of Herbert Spencer’s ethical treatise that examines moral duties to avoid harming others and to respect their well-being in social interactions.
E707112 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 Ethics of Social Life: Negative Beneficence | Statement: [The Principles of Ethics, hasPart, The Ethics of Social Life: Negative Beneficence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Ethics of Social Life: Negative Beneficence
Context triple: [The Principles of Ethics, hasPart, The Ethics of Social Life: Negative Beneficence]
  • 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. 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.
  • C. Institutes of Moral Philosophy
    Institutes of Moral Philosophy is an 18th-century treatise by Scottish Enlightenment thinker Adam Ferguson that systematically explores ethics, human nature, and the principles of moral judgment.
  • 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. The Person and the Common Good
    The Person and the Common Good is a philosophical work by Jacques Maritain that explores the relationship between individual human dignity and the demands of social and political life within a Thomistic personalist framework.
  • 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 Ethics of Social Life: Negative Beneficence
Triple: [The Principles of Ethics, hasPart, The Ethics of Social Life: Negative Beneficence]
Generated description
"The Ethics of Social Life: Negative Beneficence" is a section of Herbert Spencer’s ethical treatise that examines moral duties to avoid harming others and to respect their well-being in social interactions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Ethics of Social Life: Negative Beneficence
Target entity description: "The Ethics of Social Life: Negative Beneficence" is a section of Herbert Spencer’s ethical treatise that examines moral duties to avoid harming others and to respect their well-being in social interactions.
  • 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. 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.
  • C. Institutes of Moral Philosophy
    Institutes of Moral Philosophy is an 18th-century treatise by Scottish Enlightenment thinker Adam Ferguson that systematically explores ethics, human nature, and the principles of moral judgment.
  • 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. The Person and the Common Good
    The Person and the Common Good is a philosophical work by Jacques Maritain that explores the relationship between individual human dignity and the demands of social and political life within a Thomistic personalist framework.
  • 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_69ca82b2f68881908c50560697e210da completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3fa26fb88190b6799bddeb68ed78 completed March 31, 2026, 3:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc5725c5308190b2eb565902124b10 completed March 31, 2026, 11:22 p.m.
NEDg Description generation batch_69cc58ae255c8190a6a2d2f335c6cc3f completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cd22b188190b8a31e8e8ac8b98d completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:25 p.m.