Triple

T2182481
Position Surface form Disambiguated ID Type / Status
Subject James Q. Wilson E49075 entity
Predicate notableWork P4 FINISHED
Object Varieties of Police Behavior
Varieties of Police Behavior is a seminal work of criminology and public administration that analyzes how different organizational styles shape the everyday practices and decision-making of American police departments.
E243241 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: Varieties of Police Behavior | Statement: [James Q. Wilson, notableWork, Varieties of Police Behavior]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Varieties of Police Behavior
Context triple: [James Q. Wilson, notableWork, Varieties of Police Behavior]
  • A. Peelian principles of policing
    The Peelian principles of policing are a set of foundational guidelines for modern law enforcement that emphasize crime prevention, public cooperation, and the idea that police legitimacy depends on maintaining the trust and consent of the community.
  • B. "Crime: Its Cause and Treatment"
    "Crime: Its Cause and Treatment" is a 1922 non-fiction work by American lawyer Clarence Darrow that examines the social, economic, and psychological roots of criminal behavior and critiques traditional approaches to punishment.
  • C. Civilian Office of Police Accountability
    The Civilian Office of Police Accountability is an independent Chicago agency responsible for investigating allegations of police misconduct and promoting accountability within the city's police force.
  • D. Buss–Perry Aggression Questionnaire (conceptual contributions)
    The Buss–Perry Aggression Questionnaire (conceptual contributions) refers to David M. Buss’s theoretical work in defining and structuring the multidimensional construct of human aggression that underlies the development of the Buss–Perry Aggression Questionnaire.
  • E. Resort Bezpieczeństwa Publicznego
    Resort Bezpieczeństwa Publicznego was the Polish name used for the communist-era security ministry apparatus responsible for internal security and political repression in postwar Poland.
  • 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: Varieties of Police Behavior
Triple: [James Q. Wilson, notableWork, Varieties of Police Behavior]
Generated description
Varieties of Police Behavior is a seminal work of criminology and public administration that analyzes how different organizational styles shape the everyday practices and decision-making of American police departments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Varieties of Police Behavior
Target entity description: Varieties of Police Behavior is a seminal work of criminology and public administration that analyzes how different organizational styles shape the everyday practices and decision-making of American police departments.
  • A. Peelian principles of policing
    The Peelian principles of policing are a set of foundational guidelines for modern law enforcement that emphasize crime prevention, public cooperation, and the idea that police legitimacy depends on maintaining the trust and consent of the community.
  • B. "Crime: Its Cause and Treatment"
    "Crime: Its Cause and Treatment" is a 1922 non-fiction work by American lawyer Clarence Darrow that examines the social, economic, and psychological roots of criminal behavior and critiques traditional approaches to punishment.
  • C. Civilian Office of Police Accountability
    The Civilian Office of Police Accountability is an independent Chicago agency responsible for investigating allegations of police misconduct and promoting accountability within the city's police force.
  • D. Buss–Perry Aggression Questionnaire (conceptual contributions)
    The Buss–Perry Aggression Questionnaire (conceptual contributions) refers to David M. Buss’s theoretical work in defining and structuring the multidimensional construct of human aggression that underlies the development of the Buss–Perry Aggression Questionnaire.
  • E. Resort Bezpieczeństwa Publicznego
    Resort Bezpieczeństwa Publicznego was the Polish name used for the communist-era security ministry apparatus responsible for internal security and political repression in postwar Poland.
  • 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_69a88aa72d348190a9544bb5b8a4e71d completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbf0d551881909d7f907378e1b2b7 completed March 7, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5da786e48190896cae8fdcee3d83 completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e30a69c8190a3f77e784401f671 completed March 9, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ea7909c8190a93d87a5d07b84d4 completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:45 p.m.