Triple

T22639638
Position Surface form Disambiguated ID Type / Status
Subject Kevin Riepl E558784 entity
Predicate hasWorkedOn P922 FINISHED
Object The Aggression Scale
The Aggression Scale is a 2012 independent action-horror film about a violent home invasion that turns into a brutal battle when the teenage son, a former sociopathic test subject, fights back against the attackers.
E1547021 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: The Aggression Scale | Statement: [Kevin Riepl, hasWorkedOn, The Aggression Scale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Aggression Scale
Context triple: [Kevin Riepl, hasWorkedOn, The Aggression Scale]
  • A. 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.
  • B. 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.
  • C. Aggression Continuum
    Aggression Continuum is a studio album by American industrial metal band Fear Factory, known for its mechanized sound, dystopian themes, and complex production history.
  • D. Ego, Hunger and Aggression
    Ego, Hunger and Aggression is a foundational psychological work by Fritz Perls that laid the groundwork for Gestalt therapy by exploring human needs, personality, and behavior.
  • E. Aggression: Stability and the Selfish Machine
    "Aggression: Stability and the Selfish Machine" is a chapter in Richard Dawkins' book *The Selfish Gene* that explores how aggressive behavior and conflict can be understood through evolutionary game theory and the concept of evolutionarily stable strategies.
  • 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: The Aggression Scale
Triple: [Kevin Riepl, hasWorkedOn, The Aggression Scale]
Generated description
The Aggression Scale is a 2012 independent action-horror film about a violent home invasion that turns into a brutal battle when the teenage son, a former sociopathic test subject, fights back against the attackers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Aggression Scale
Target entity description: The Aggression Scale is a 2012 independent action-horror film about a violent home invasion that turns into a brutal battle when the teenage son, a former sociopathic test subject, fights back against the attackers.
  • A. 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.
  • B. 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.
  • C. Aggression Continuum
    Aggression Continuum is a studio album by American industrial metal band Fear Factory, known for its mechanized sound, dystopian themes, and complex production history.
  • D. Ego, Hunger and Aggression
    Ego, Hunger and Aggression is a foundational psychological work by Fritz Perls that laid the groundwork for Gestalt therapy by exploring human needs, personality, and behavior.
  • E. Aggression: Stability and the Selfish Machine
    "Aggression: Stability and the Selfish Machine" is a chapter in Richard Dawkins' book *The Selfish Gene* that explores how aggressive behavior and conflict can be understood through evolutionary game theory and the concept of evolutionarily stable strategies.
  • 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_69e24547f7fc819086e2c4ba3b979657 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f17010aa4c8190a9f0cf7eb4c066cd completed April 29, 2026, 2:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b585ed4d481908a3309ebcb4d705f completed May 18, 2026, 6:20 p.m.
NEDg Description generation batch_6a0b6f5d272c8190bf66fa372fb2bb7d completed May 18, 2026, 7:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0b7072e43c8190ad8f8d09f61d3f7b completed May 18, 2026, 8:02 p.m.
Created at: April 17, 2026, 3:04 p.m.