Triple

T4190560
Position Surface form Disambiguated ID Type / Status
Subject Martin Seligman E89023 entity
Predicate knownFor P22 FINISHED
Object PERMA model of well-being
The PERMA model of well-being is a psychological framework proposed by Martin Seligman that explains flourishing through five core elements: Positive Emotion, Engagement, Relationships, Meaning, and Accomplishment.
 E420592 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: PERMA model of well-being | Statement: [Martin Seligman, knownFor, PERMA model of well-being]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PERMA model of well-being
Context triple: [Martin Seligman, knownFor, PERMA model of well-being]
  • A. A Theory of Human Motivation
    A Theory of Human Motivation is the seminal 1943 paper by psychologist Abraham Maslow that introduced the hierarchy of needs as a framework for understanding human behavior and motivation.
  • B. Motivation and Personality
    Motivation and Personality is a seminal psychology book by Abraham Maslow that systematically presents his theory of human motivation and the hierarchy of needs.
  • C. An Inquiry into Well-Being and Destitution
    An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
  • D. Take Up a Course in Happiness
    "Take Up a Course in Happiness" is a song featured on Stevie Wonder’s 1970 album "Where I’m Coming From."
  • E. The Cultural Background of Personality
    The Cultural Background of Personality is an influential anthropological work by Ralph Linton that explores how cultural factors shape individual personality and behavior.
  • 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: PERMA model of well-being
Triple: [Martin Seligman, knownFor, PERMA model of well-being]
Generated description
The PERMA model of well-being is a psychological framework proposed by Martin Seligman that explains flourishing through five core elements: Positive Emotion, Engagement, Relationships, Meaning, and Accomplishment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PERMA model of well-being
Target entity description: The PERMA model of well-being is a psychological framework proposed by Martin Seligman that explains flourishing through five core elements: Positive Emotion, Engagement, Relationships, Meaning, and Accomplishment.
  • A. A Theory of Human Motivation
    A Theory of Human Motivation is the seminal 1943 paper by psychologist Abraham Maslow that introduced the hierarchy of needs as a framework for understanding human behavior and motivation.
  • B. Motivation and Personality
    Motivation and Personality is a seminal psychology book by Abraham Maslow that systematically presents his theory of human motivation and the hierarchy of needs.
  • C. An Inquiry into Well-Being and Destitution
    An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
  • D. Take Up a Course in Happiness
    "Take Up a Course in Happiness" is a song featured on Stevie Wonder’s 1970 album "Where I’m Coming From."
  • E. The Cultural Background of Personality
    The Cultural Background of Personality is an influential anthropological work by Ralph Linton that explores how cultural factors shape individual personality and behavior.
  • 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_69aed9569a4481908b6c1fcec2a11e21 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af034019848190bd5486521c375325 completed March 9, 2026, 5:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69b58a05e634819094bbe145f86d8786 completed March 14, 2026, 4:17 p.m.
NEDg Description generation batch_69b58e337aec819092020d46ee235fd1 completed March 14, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_69b58e9f50948190a40254375e76153c completed March 14, 2026, 4:36 p.m.
Created at: March 9, 2026, 3:46 p.m.