Triple

T7990960
Position Surface form Disambiguated ID Type / Status
Subject Muzafer Sherif E186003 entity
Predicate notableWork P4 FINISHED
Object Group Conflict and Cooperation: Their Social Psychology
"Group Conflict and Cooperation: Their Social Psychology" is a foundational work in social psychology by Muzafer Sherif that analyzes how intergroup conflict and cooperation emerge from social, situational, and group dynamics.
E702879 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: Group Conflict and Cooperation: Their Social Psychology | Statement: [Muzafer Sherif, notableWork, Group Conflict and Cooperation: Their Social Psychology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Group Conflict and Cooperation: Their Social Psychology
Context triple: [Muzafer Sherif, notableWork, Group Conflict and Cooperation: Their Social Psychology]
  • A. Resolving Social Conflicts
    Resolving Social Conflicts is a seminal collection of essays by social psychologist Kurt Lewin that explores the dynamics of group behavior, social change, and methods for addressing and managing social tensions.
  • B. Social Pressures in Informal Groups
    Social Pressures in Informal Groups is a seminal social psychology work by Leon Festinger that examines how informal group dynamics shape individual attitudes, conformity, and behavior.
  • C. Research Center for Group Dynamics
    The Research Center for Group Dynamics is a pioneering social science research center at the University of Michigan focused on the scientific study of group behavior, social interaction, and organizational processes.
  • D. Scarcity, Conflicts, and Cooperation
    "Scarcity, Conflicts, and Cooperation" is an influential book by economist Pranab Bardhan that analyzes how resource scarcity shapes social conflict and collective action, particularly in developing economies.
  • E. 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.
  • 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: Group Conflict and Cooperation: Their Social Psychology
Triple: [Muzafer Sherif, notableWork, Group Conflict and Cooperation: Their Social Psychology]
Generated description
"Group Conflict and Cooperation: Their Social Psychology" is a foundational work in social psychology by Muzafer Sherif that analyzes how intergroup conflict and cooperation emerge from social, situational, and group dynamics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Group Conflict and Cooperation: Their Social Psychology
Target entity description: "Group Conflict and Cooperation: Their Social Psychology" is a foundational work in social psychology by Muzafer Sherif that analyzes how intergroup conflict and cooperation emerge from social, situational, and group dynamics.
  • A. Resolving Social Conflicts
    Resolving Social Conflicts is a seminal collection of essays by social psychologist Kurt Lewin that explores the dynamics of group behavior, social change, and methods for addressing and managing social tensions.
  • B. Social Pressures in Informal Groups
    Social Pressures in Informal Groups is a seminal social psychology work by Leon Festinger that examines how informal group dynamics shape individual attitudes, conformity, and behavior.
  • C. Research Center for Group Dynamics
    The Research Center for Group Dynamics is a pioneering social science research center at the University of Michigan focused on the scientific study of group behavior, social interaction, and organizational processes.
  • D. Scarcity, Conflicts, and Cooperation
    "Scarcity, Conflicts, and Cooperation" is an influential book by economist Pranab Bardhan that analyzes how resource scarcity shapes social conflict and collective action, particularly in developing economies.
  • E. 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.
  • 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.