Triple

T5396734
Position Surface form Disambiguated ID Type / Status
Subject Machiavellianism E120673 entity
Predicate measuredBy P24236 FINISHED
Object MACH-IV questionnaire
The MACH-IV questionnaire is a psychological assessment tool designed to quantify an individual's level of Machiavellian traits such as manipulation, cynicism, and pragmatic morality.
E516655 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: MACH-IV questionnaire | Statement: [Machiavellianism, measuredBy, MACH-IV questionnaire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MACH-IV questionnaire
Context triple: [Machiavellianism, measuredBy, MACH-IV questionnaire]
  • A. Myers–Briggs Type Indicator
    The Myers–Briggs Type Indicator is a widely used personality assessment tool that categorizes individuals into 16 distinct personality types based on their preferences in perception and decision-making.
  • B. Likert scale
    A Likert scale is a common survey tool that measures respondents’ levels of agreement, frequency, or satisfaction across a range of ordered response options.
  • C. DSM-IV
    DSM-IV is the fourth edition of the American Psychiatric Association’s Diagnostic and Statistical Manual of Mental Disorders, which provided standardized criteria for classifying mental health conditions.
  • D. DSM-III-R
    DSM-III-R is a revised edition of the American Psychiatric Association’s Diagnostic and Statistical Manual that updated and refined the diagnostic criteria for mental disorders in the late 1980s.
  • E. 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.
  • 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: MACH-IV questionnaire
Triple: [Machiavellianism, measuredBy, MACH-IV questionnaire]
Generated description
The MACH-IV questionnaire is a psychological assessment tool designed to quantify an individual's level of Machiavellian traits such as manipulation, cynicism, and pragmatic morality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MACH-IV questionnaire
Target entity description: The MACH-IV questionnaire is a psychological assessment tool designed to quantify an individual's level of Machiavellian traits such as manipulation, cynicism, and pragmatic morality.
  • A. Myers–Briggs Type Indicator
    The Myers–Briggs Type Indicator is a widely used personality assessment tool that categorizes individuals into 16 distinct personality types based on their preferences in perception and decision-making.
  • B. Likert scale
    A Likert scale is a common survey tool that measures respondents’ levels of agreement, frequency, or satisfaction across a range of ordered response options.
  • C. DSM-IV
    DSM-IV is the fourth edition of the American Psychiatric Association’s Diagnostic and Statistical Manual of Mental Disorders, which provided standardized criteria for classifying mental health conditions.
  • D. DSM-III-R
    DSM-III-R is a revised edition of the American Psychiatric Association’s Diagnostic and Statistical Manual that updated and refined the diagnostic criteria for mental disorders in the late 1980s.
  • E. 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.
  • 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_69bd4637b92c8190b815b6443ae4b323 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd8746f7148190a825736a14baeee1 completed March 20, 2026, 5:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3379aae881909217c29aee856e5d completed March 22, 2026, 12:10 a.m.
NEDg Description generation batch_69bf33f58bc48190a3ac42d637f4a052 completed March 22, 2026, 12:12 a.m.
NED2 Entity disambiguation (via description) batch_69bf34882fdc8190acab540c5ff07bd8 completed March 22, 2026, 12:15 a.m.
Created at: March 20, 2026, 2:04 p.m.