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.