Triple

T2335376
Position Surface form Disambiguated ID Type / Status
Subject positive psychology E44296 entity
Predicate associatedWith P37 FINISHED
Object Sonja Lyubomirsky
Sonja Lyubomirsky is a psychologist and researcher best known for her pioneering work on happiness and well-being within the field of positive psychology.
 E258642 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: Sonja Lyubomirsky | Statement: [positive psychology, associatedWith, Sonja Lyubomirsky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sonja Lyubomirsky
Context triple: [positive psychology, associatedWith, Sonja Lyubomirsky]
  • A. Ed Diener
    Ed Diener was a pioneering psychologist renowned for his research on subjective well-being and happiness, earning him the nickname "Dr. Happiness" and making him a central figure in the field of positive psychology.
  • B. Luke Nosek
    Luke Nosek is a Polish-American entrepreneur and venture capitalist best known as one of the co-founders of PayPal and a member of the original "PayPal Mafia."
  • C. David Myers
    David Myers was an American cinematographer known for his work on influential films of the late 1960s and early 1970s, including collaborations with directors like George Lucas.
  • D. Anna M. Kross
    Anna M. Kross was a pioneering New York City jurist and reformer who served as the city’s first female Commissioner of Correction and advocated for more humane treatment of incarcerated people.
  • E. Peter Salovey
    Peter Salovey is an American social psychologist and academic who served as president of Yale University.
  • 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: Sonja Lyubomirsky
Triple: [positive psychology, associatedWith, Sonja Lyubomirsky]
Generated description
Sonja Lyubomirsky is a psychologist and researcher best known for her pioneering work on happiness and well-being within the field of positive psychology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sonja Lyubomirsky
Target entity description: Sonja Lyubomirsky is a psychologist and researcher best known for her pioneering work on happiness and well-being within the field of positive psychology.
  • A. Ed Diener
    Ed Diener was a pioneering psychologist renowned for his research on subjective well-being and happiness, earning him the nickname "Dr. Happiness" and making him a central figure in the field of positive psychology.
  • B. Luke Nosek
    Luke Nosek is a Polish-American entrepreneur and venture capitalist best known as one of the co-founders of PayPal and a member of the original "PayPal Mafia."
  • C. David Myers
    David Myers was an American cinematographer known for his work on influential films of the late 1960s and early 1970s, including collaborations with directors like George Lucas.
  • D. Anna M. Kross
    Anna M. Kross was a pioneering New York City jurist and reformer who served as the city’s first female Commissioner of Correction and advocated for more humane treatment of incarcerated people.
  • E. Peter Salovey
    Peter Salovey is an American social psychologist and academic who served as president of Yale University.
  • 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_69a889132b488190bbb43ad4780ddd92 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc687362c8190a55b3d6cb1580d56 completed March 7, 2026, 6:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae961adfdc8190bf79d479d8207599 completed March 9, 2026, 9:42 a.m.
NEDg Description generation batch_69ae97406c588190855ecb6c9ed00bc9 completed March 9, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ae97c82e8c8190a613444ea4ffb5a0 completed March 9, 2026, 9:50 a.m.
Created at: March 4, 2026, 7:51 p.m.