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.