Triple

T12184169
Position Surface form Disambiguated ID Type / Status
Subject Cass Sunstein E290289 entity
Predicate notableWork P4 FINISHED
Object The Ethics of Influence
The Ethics of Influence is a book by legal scholar Cass Sunstein that examines the moral and political implications of using behavioral science and "nudges" to shape people's choices in public policy and everyday life.
E967672 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 Influence | Statement: [Cass Sunstein, notableWork, The Ethics of Influence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Ethics of Influence
Context triple: [Cass Sunstein, notableWork, The Ethics of Influence]
  • A. 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.
  • B. An Intelligent Person’s Guide to Ethics
    An Intelligent Person’s Guide to Ethics is a concise, accessible introduction to moral philosophy in which Mary Warnock explores key ethical theories and contemporary moral problems for a general readership.
  • C. 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.
  • D. 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.
  • E. The Data of Ethics
    The Data of Ethics is a foundational section of Herbert Spencer’s ethical philosophy that examines the empirical and psychological bases of moral conduct.
  • 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 Influence
Triple: [Cass Sunstein, notableWork, The Ethics of Influence]
Generated description
The Ethics of Influence is a book by legal scholar Cass Sunstein that examines the moral and political implications of using behavioral science and "nudges" to shape people's choices in public policy and everyday life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Ethics of Influence
Target entity description: The Ethics of Influence is a book by legal scholar Cass Sunstein that examines the moral and political implications of using behavioral science and "nudges" to shape people's choices in public policy and everyday life.
  • A. 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.
  • B. An Intelligent Person’s Guide to Ethics
    An Intelligent Person’s Guide to Ethics is a concise, accessible introduction to moral philosophy in which Mary Warnock explores key ethical theories and contemporary moral problems for a general readership.
  • C. 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.
  • D. 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.
  • E. The Data of Ethics
    The Data of Ethics is a foundational section of Herbert Spencer’s ethical philosophy that examines the empirical and psychological bases of moral conduct.
  • 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_69d6ab64de5881908d56eb7a75c6cc69 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d915ffe644819085f4eb64802fe349 completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6aecb0881909084f3ff2a9e52ea completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f600b7e1788190b1df4fdfd96118d0 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f604c4ef7c8190bc128b1aa535744d completed May 2, 2026, 2:05 p.m.
Created at: April 8, 2026, 9:50 p.m.