Triple

T6838867
Position Surface form Disambiguated ID Type / Status
Subject Kurt Koffka E157518 entity
Predicate notableStudent P4838 FINISHED
Object Tamara Dembo
Tamara Dembo was a Gestalt psychologist known for her pioneering work on frustration, anger, and rehabilitation, and for extending Kurt Lewin’s field theory to the study of human motivation and behavior.
E636919 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: Tamara Dembo | Statement: [Kurt Koffka, notableStudent, Tamara Dembo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tamara Dembo
Context triple: [Kurt Koffka, notableStudent, Tamara Dembo]
  • A. Tamara Hurwitz
    Tamara Hurwitz is an American modern dancer and choreographer known for her long career in contemporary dance and her marriage to actor Bill Pullman.
  • B. Tamara Geva
    Tamara Geva was a Russian-American dancer and actress known for her early collaborations with choreographer George Balanchine and her influential work on Broadway and in modern ballet.
  • C. Emma Berman
    Emma Berman is an American voice actress best known for voicing Giulia Marcovaldo in Pixar's animated film "Luca."
  • D. Rita Gilman
    Rita Gilman was the wife of American film actor Wallace Beery, known primarily for her marriage to the prominent Hollywood star.
  • E. Ann Biderman
    Ann Biderman is an American screenwriter and television creator known for her work on crime dramas such as the film "Public Enemies" and the TV series "Southland" and "Ray Donovan."
  • 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: Tamara Dembo
Triple: [Kurt Koffka, notableStudent, Tamara Dembo]
Generated description
Tamara Dembo was a Gestalt psychologist known for her pioneering work on frustration, anger, and rehabilitation, and for extending Kurt Lewin’s field theory to the study of human motivation and behavior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tamara Dembo
Target entity description: Tamara Dembo was a Gestalt psychologist known for her pioneering work on frustration, anger, and rehabilitation, and for extending Kurt Lewin’s field theory to the study of human motivation and behavior.
  • A. Tamara Hurwitz
    Tamara Hurwitz is an American modern dancer and choreographer known for her long career in contemporary dance and her marriage to actor Bill Pullman.
  • B. Tamara Geva
    Tamara Geva was a Russian-American dancer and actress known for her early collaborations with choreographer George Balanchine and her influential work on Broadway and in modern ballet.
  • C. Emma Berman
    Emma Berman is an American voice actress best known for voicing Giulia Marcovaldo in Pixar's animated film "Luca."
  • D. Rita Gilman
    Rita Gilman was the wife of American film actor Wallace Beery, known primarily for her marriage to the prominent Hollywood star.
  • E. Ann Biderman
    Ann Biderman is an American screenwriter and television creator known for her work on crime dramas such as the film "Public Enemies" and the TV series "Southland" and "Ray Donovan."
  • 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_69c6882c53608190b99aebef079b23bd completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d67ee1c88190b82a9b6b3d1e3875 completed March 27, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7752f047481908fb58112d783ba1e completed March 28, 2026, 6:29 a.m.
NEDg Description generation batch_69c7771599888190a08cfe512facbe2e completed March 28, 2026, 6:37 a.m.
NED2 Entity disambiguation (via description) batch_69c777b57cf08190899793bd70fef745 completed March 28, 2026, 6:39 a.m.
Created at: March 27, 2026, 2:19 p.m.