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.