Triple

T7990957
Position Surface form Disambiguated ID Type / Status
Subject Muzafer Sherif E186003 entity
Predicate notableWork P4 FINISHED
Object Realistic conflict theory
Realistic conflict theory is a social psychological theory explaining how competition over limited resources can lead to intergroup hostility and prejudice.
E702877 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: Realistic conflict theory | Statement: [Muzafer Sherif, notableWork, Realistic conflict theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Realistic conflict theory
Context triple: [Muzafer Sherif, notableWork, Realistic conflict theory]
  • 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. The Modern Social Conflict
    The Modern Social Conflict is a sociological work by Ralf Dahrendorf that analyzes the nature, causes, and dynamics of social conflict in modern industrial societies.
  • C. On Aggression
    On Aggression is a seminal 1963 work of ethology by Konrad Lorenz that explores the biological roots and evolutionary function of aggressive behavior in animals and humans.
  • D. The Logic of Collective Action
    The Logic of Collective Action is a seminal work in political economy by Mancur Olson that explains why individuals often fail to act in their collective interest without selective incentives or coercive mechanisms.
  • E. The Social System
    The Social System is a foundational sociological work by Talcott Parsons that systematically outlines his theory of social action and the structural-functional organization of society.
  • 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: Realistic conflict theory
Triple: [Muzafer Sherif, notableWork, Realistic conflict theory]
Generated description
Realistic conflict theory is a social psychological theory explaining how competition over limited resources can lead to intergroup hostility and prejudice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Realistic conflict theory
Target entity description: Realistic conflict theory is a social psychological theory explaining how competition over limited resources can lead to intergroup hostility and prejudice.
  • 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. The Modern Social Conflict
    The Modern Social Conflict is a sociological work by Ralf Dahrendorf that analyzes the nature, causes, and dynamics of social conflict in modern industrial societies.
  • C. On Aggression
    On Aggression is a seminal 1963 work of ethology by Konrad Lorenz that explores the biological roots and evolutionary function of aggressive behavior in animals and humans.
  • D. The Logic of Collective Action
    The Logic of Collective Action is a seminal work in political economy by Mancur Olson that explains why individuals often fail to act in their collective interest without selective incentives or coercive mechanisms.
  • E. The Social System
    The Social System is a foundational sociological work by Talcott Parsons that systematically outlines his theory of social action and the structural-functional organization of society.
  • 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.