Triple

T8362148
Position Surface form Disambiguated ID Type / Status
Subject David M. Buss E197031 entity
Predicate authorOf P4244 FINISHED
Object When Men Behave Badly: The Hidden Roots of Sexual Deception, Harassment, and Assault
"When Men Behave Badly: The Hidden Roots of Sexual Deception, Harassment, and Assault" is an evolutionary psychology book by David M. Buss that explores the biological and psychological origins of male sexual aggression and misconduct.
E729058 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: When Men Behave Badly: The Hidden Roots of Sexual Deception, Harassment, and Assault | Statement: [David M. Buss, authorOf, When Men Behave Badly: The Hidden Roots of Sexual Deception, Harassment, and Assault]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: When Men Behave Badly: The Hidden Roots of Sexual Deception, Harassment, and Assault
Context triple: [David M. Buss, authorOf, When Men Behave Badly: The Hidden Roots of Sexual Deception, Harassment, and Assault]
  • A. The Seven Necessary Sins for Women and Girls
    The Seven Necessary Sins for Women and Girls is a feminist manifesto by Mona Eltahawy that urges women and girls to embrace qualities traditionally condemned in them—such as anger, ambition, and defiance—as tools for dismantling patriarchy.
  • B. The Rape Over
    "The Rape Over" is a controversial track by Mos Def (Yasiin Bey) that reworks Jay-Z’s "The Takeover" beat to deliver a sharp critique of the commercialization and moral decline of hip-hop.
  • C. Sex Is Law
    "Sex Is Law" is a hip-hop album by French rapper Father MC, showcasing his blend of smooth delivery and early-1990s rap production.
  • D. The Infamous Date Rape
    "The Infamous Date Rape" is a socially conscious hip hop track by A Tribe Called Quest that critiques sexual violence and misogyny through narrative storytelling.
  • E. Sexual Behavior in the Human Male
    Sexual Behavior in the Human Male is Alfred Kinsey’s landmark 1948 scientific study that revolutionized the understanding of human sexuality through large-scale empirical research and statistical analysis.
  • 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: When Men Behave Badly: The Hidden Roots of Sexual Deception, Harassment, and Assault
Triple: [David M. Buss, authorOf, When Men Behave Badly: The Hidden Roots of Sexual Deception, Harassment, and Assault]
Generated description
"When Men Behave Badly: The Hidden Roots of Sexual Deception, Harassment, and Assault" is an evolutionary psychology book by David M. Buss that explores the biological and psychological origins of male sexual aggression and misconduct.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: When Men Behave Badly: The Hidden Roots of Sexual Deception, Harassment, and Assault
Target entity description: "When Men Behave Badly: The Hidden Roots of Sexual Deception, Harassment, and Assault" is an evolutionary psychology book by David M. Buss that explores the biological and psychological origins of male sexual aggression and misconduct.
  • A. The Seven Necessary Sins for Women and Girls
    The Seven Necessary Sins for Women and Girls is a feminist manifesto by Mona Eltahawy that urges women and girls to embrace qualities traditionally condemned in them—such as anger, ambition, and defiance—as tools for dismantling patriarchy.
  • B. The Rape Over
    "The Rape Over" is a controversial track by Mos Def (Yasiin Bey) that reworks Jay-Z’s "The Takeover" beat to deliver a sharp critique of the commercialization and moral decline of hip-hop.
  • C. Sex Is Law
    "Sex Is Law" is a hip-hop album by French rapper Father MC, showcasing his blend of smooth delivery and early-1990s rap production.
  • D. The Infamous Date Rape
    "The Infamous Date Rape" is a socially conscious hip hop track by A Tribe Called Quest that critiques sexual violence and misogyny through narrative storytelling.
  • E. Sexual Behavior in the Human Male
    Sexual Behavior in the Human Male is Alfred Kinsey’s landmark 1948 scientific study that revolutionized the understanding of human sexuality through large-scale empirical research and statistical analysis.
  • 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_69ca82f2dbe48190aba982e75a0d94de completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb8074e4588190b394d1622adca2cb completed March 31, 2026, 8:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc77cf2ac8190a1c5b618fd64da73 completed April 2, 2026, 1:33 a.m.
NEDg Description generation batch_69cdcc872cc081909c75b3fb08b03e3f completed April 2, 2026, 1:55 a.m.
NED2 Entity disambiguation (via description) batch_69cdd15b53748190966a94b7e8c04880 completed April 2, 2026, 2:15 a.m.
Created at: March 30, 2026, 6 p.m.