Triple

T348898
Position Surface form Disambiguated ID Type / Status
Subject Viktor Frankl E6997 entity
Predicate influenced P9 FINISHED
Object positive psychology
Positive psychology is a branch of psychology that scientifically studies human strengths, well-being, and optimal functioning to understand and promote what makes life most worth living.
E44296 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: positive psychology | Statement: [Viktor Frankl, influenced, positive psychology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: positive psychology
Context triple: [Viktor Frankl, influenced, positive psychology]
  • A. Valence
    Valence is a historic city in southeastern France known as a key cultural and commercial center in the Drôme department.
  • B. evolutionary psychology
    Evolutionary psychology is a field of psychology that explains human thoughts, feelings, and behaviors as adaptations shaped by natural selection over our species’ evolutionary history.
  • C. 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.
  • D. PE
    PE is the two-letter ISO 3166-1 alpha-2 country code assigned to Peru for international standardization and referencing.
  • E. POL
    POL is the three-letter ISO 3166-1 alpha-3 country code that uniquely identifies Poland in international standards and data systems.
  • 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: positive psychology
Triple: [Viktor Frankl, influenced, positive psychology]
Generated description
Positive psychology is a branch of psychology that scientifically studies human strengths, well-being, and optimal functioning to understand and promote what makes life most worth living.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: positive psychology
Target entity description: Positive psychology is a branch of psychology that scientifically studies human strengths, well-being, and optimal functioning to understand and promote what makes life most worth living.
  • A. Valence
    Valence is a historic city in southeastern France known as a key cultural and commercial center in the Drôme department.
  • B. evolutionary psychology
    Evolutionary psychology is a field of psychology that explains human thoughts, feelings, and behaviors as adaptations shaped by natural selection over our species’ evolutionary history.
  • C. 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.
  • D. PE
    PE is the two-letter ISO 3166-1 alpha-2 country code assigned to Peru for international standardization and referencing.
  • E. POL
    POL is the three-letter ISO 3166-1 alpha-3 country code that uniquely identifies Poland in international standards and data systems.
  • 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_69a2e7951ba08190960e90823b5078f3 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eb1dc5f88190b54d084c6def7fc5 completed Feb. 28, 2026, 1:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3d7ee59bc819080c417f7bc4eba3c completed March 1, 2026, 6:08 a.m.
NEDg Description generation batch_69a3d896730881909e931e289a0386b6 completed March 1, 2026, 6:11 a.m.
NED2 Entity disambiguation (via description) batch_69a3d9665610819084739d23f3a14816 completed March 1, 2026, 6:15 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.