Triple

T2335375
Position Surface form Disambiguated ID Type / Status
Subject positive psychology E44296 entity
Predicate associatedWith P37 FINISHED
Object 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.
E256980 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: Ed Diener | Statement: [positive psychology, associatedWith, Ed Diener]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ed Diener
Context triple: [positive psychology, associatedWith, Ed Diener]
  • A. 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."
  • B. Urie McCleary
    Urie McCleary was an American art director and production designer known for his work on numerous Hollywood films in the mid-20th century.
  • C. Peter Salovey
    Peter Salovey is an American social psychologist and academic who served as president of Yale University.
  • D. 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.
  • E. James S. Langer
    James S. Langer is an American theoretical physicist known for his work on phase transitions, pattern formation, and the dynamics of nonequilibrium 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: Ed Diener
Triple: [positive psychology, associatedWith, Ed Diener]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ed Diener
Target entity description: 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.
  • A. 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."
  • B. Urie McCleary
    Urie McCleary was an American art director and production designer known for his work on numerous Hollywood films in the mid-20th century.
  • C. Peter Salovey
    Peter Salovey is an American social psychologist and academic who served as president of Yale University.
  • D. 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.
  • E. James S. Langer
    James S. Langer is an American theoretical physicist known for his work on phase transitions, pattern formation, and the dynamics of nonequilibrium 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_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_69ae897bf59c8190bc0ac8a4f3841832 completed March 9, 2026, 8:49 a.m.
NEDg Description generation batch_69ae8aceea58819098a98f7ad5818ac6 completed March 9, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae8b6c553481908b2b7b1f880b814d completed March 9, 2026, 8:57 a.m.
Created at: March 4, 2026, 7:51 p.m.