Triple

T18206620
Position Surface form Disambiguated ID Type / Status
Subject Helmholtz Watson E435917 entity
Predicate symbolizes P129 FINISHED
Object Limits of engineered happiness
Limits of engineered happiness refers to the idea that artificially imposed pleasure and contentment cannot fully satisfy deeper human needs for individuality, meaning, and authentic emotion.
E1311971 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: Limits of engineered happiness | Statement: [Helmholtz Watson, symbolizes, Limits of engineered happiness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Limits of engineered happiness
Context triple: [Helmholtz Watson, symbolizes, Limits of engineered happiness]
  • A. Exploring Happiness: From Aristotle to Brain Science
    "Exploring Happiness: From Aristotle to Brain Science" is a philosophical and interdisciplinary book by Sissela Bok that examines the nature of happiness through perspectives ranging from ancient ethics to contemporary psychological and neuroscientific research.
  • B. The Business of Happiness
    The Business of Happiness is a book by entrepreneur and sports team owner Ted Leonsis that blends memoir and business advice to argue that true success comes from pursuing happiness, meaning, and service to others alongside financial achievement.
  • C. Engineering of Consent
    Engineering of Consent is a seminal 1955 book by public relations pioneer Edward Bernays that explores how mass media and psychological techniques can be used to shape public opinion and democratic consent.
  • D. The Myths of Happiness
    The Myths of Happiness is a popular psychology book by Sonja Lyubomirsky that challenges common assumptions about what life events will make us happy and offers research-based strategies for cultivating lasting well-being.
  • E. The How of Happiness
    The How of Happiness is a popular positive psychology book by Sonja Lyubomirsky that presents research-based strategies and exercises for increasing long-term happiness.
  • 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: Limits of engineered happiness
Triple: [Helmholtz Watson, symbolizes, Limits of engineered happiness]
Generated description
Limits of engineered happiness refers to the idea that artificially imposed pleasure and contentment cannot fully satisfy deeper human needs for individuality, meaning, and authentic emotion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Limits of engineered happiness
Target entity description: Limits of engineered happiness refers to the idea that artificially imposed pleasure and contentment cannot fully satisfy deeper human needs for individuality, meaning, and authentic emotion.
  • A. Exploring Happiness: From Aristotle to Brain Science
    "Exploring Happiness: From Aristotle to Brain Science" is a philosophical and interdisciplinary book by Sissela Bok that examines the nature of happiness through perspectives ranging from ancient ethics to contemporary psychological and neuroscientific research.
  • B. The Business of Happiness
    The Business of Happiness is a book by entrepreneur and sports team owner Ted Leonsis that blends memoir and business advice to argue that true success comes from pursuing happiness, meaning, and service to others alongside financial achievement.
  • C. Engineering of Consent
    Engineering of Consent is a seminal 1955 book by public relations pioneer Edward Bernays that explores how mass media and psychological techniques can be used to shape public opinion and democratic consent.
  • D. The Myths of Happiness
    The Myths of Happiness is a popular psychology book by Sonja Lyubomirsky that challenges common assumptions about what life events will make us happy and offers research-based strategies for cultivating lasting well-being.
  • E. The How of Happiness
    The How of Happiness is a popular positive psychology book by Sonja Lyubomirsky that presents research-based strategies and exercises for increasing long-term happiness.
  • 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_69d8b90dba6481908e119eb9aa4ca0cb completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e2243de081908a5bcc7e2072eae7 completed April 19, 2026, 2:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a039f10036c8190a1537632a19f0e23 completed May 12, 2026, 9:43 p.m.
NEDg Description generation batch_6a039febd13881908423ee008d3ba1c3 completed May 12, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_6a03a088b4a0819093720af0308060ee completed May 12, 2026, 9:50 p.m.
Created at: April 10, 2026, 10:32 a.m.