Triple

T7990961
Position Surface form Disambiguated ID Type / Status
Subject Muzafer Sherif E186003 entity
Predicate notableWork P4 FINISHED
Object Social Judgment theory
Social Judgment theory is a social psychology framework that explains how people evaluate and are persuaded by messages based on their existing attitudes and the range of positions they find acceptable or unacceptable.
E702880 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: Social Judgment theory | Statement: [Muzafer Sherif, notableWork, Social Judgment theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Social Judgment theory
Context triple: [Muzafer Sherif, notableWork, Social Judgment theory]
  • A. Social Psychology (1952)
    Social Psychology (1952) is a foundational textbook by Solomon Asch that helped shape the modern field of social psychology through its analysis of how individuals’ thoughts and behaviors are influenced by social contexts.
  • B. A Theory of Cognitive Dissonance
    A Theory of Cognitive Dissonance is Leon Festinger’s landmark 1957 book that introduced and elaborated the influential psychological theory explaining how people strive to reduce the mental discomfort caused by holding conflicting beliefs or attitudes.
  • C. The Analysis of Moral Judgments
    The Analysis of Moral Judgments is a philosophical essay that examines the nature, justification, and meaning of moral evaluations and ethical claims.
  • D. Schachter–Singer two-factor theory of emotion
    The Schachter–Singer two-factor theory of emotion proposes that emotional experience arises from a combination of physiological arousal and the cognitive interpretation of that arousal based on situational context.
  • E. Noise: A Flaw in Human Judgment
    "Noise: A Flaw in Human Judgment" is a non-fiction book that examines the often-overlooked variability and inconsistency in human decision-making and offers strategies to reduce such errors in fields like law, medicine, and business.
  • 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: Social Judgment theory
Triple: [Muzafer Sherif, notableWork, Social Judgment theory]
Generated description
Social Judgment theory is a social psychology framework that explains how people evaluate and are persuaded by messages based on their existing attitudes and the range of positions they find acceptable or unacceptable.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Social Judgment theory
Target entity description: Social Judgment theory is a social psychology framework that explains how people evaluate and are persuaded by messages based on their existing attitudes and the range of positions they find acceptable or unacceptable.
  • A. Social Psychology (1952)
    Social Psychology (1952) is a foundational textbook by Solomon Asch that helped shape the modern field of social psychology through its analysis of how individuals’ thoughts and behaviors are influenced by social contexts.
  • B. A Theory of Cognitive Dissonance
    A Theory of Cognitive Dissonance is Leon Festinger’s landmark 1957 book that introduced and elaborated the influential psychological theory explaining how people strive to reduce the mental discomfort caused by holding conflicting beliefs or attitudes.
  • C. The Analysis of Moral Judgments
    The Analysis of Moral Judgments is a philosophical essay that examines the nature, justification, and meaning of moral evaluations and ethical claims.
  • D. Schachter–Singer two-factor theory of emotion
    The Schachter–Singer two-factor theory of emotion proposes that emotional experience arises from a combination of physiological arousal and the cognitive interpretation of that arousal based on situational context.
  • E. Noise: A Flaw in Human Judgment
    "Noise: A Flaw in Human Judgment" is a non-fiction book that examines the often-overlooked variability and inconsistency in human decision-making and offers strategies to reduce such errors in fields like law, medicine, and business.
  • 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_69ca829c6c308190ab05b43d234c52b2 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c6fc19c8190b98023e257c2f4f2 completed March 31, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0f5c22881908044a178d670684c completed March 31, 2026, 2:57 p.m.
NEDg Description generation batch_69cbe43f883081908768a7314409b622 completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc34c6cf6881909b28a0b6882b518d completed March 31, 2026, 8:55 p.m.
Created at: March 30, 2026, 5:16 p.m.