Triple

T8389965
Position Surface form Disambiguated ID Type / Status
Subject Jerome H. Barkow E197915 entity
Predicate notableWork P4 FINISHED
Object "Darwin, Sex, and Status"
"Darwin, Sex, and Status" is a book by evolutionary psychologist Jerome H. Barkow that explores how evolutionary theory shapes human behavior, social hierarchies, and mating strategies.
 E730776 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: "Darwin, Sex, and Status" | Statement: [Jerome H. Barkow, notableWork, "Darwin, Sex, and Status"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: "Darwin, Sex, and Status"
Context triple: [Jerome H. Barkow, notableWork, "Darwin, Sex, and Status"]
  • A. Sex and Evolution
    Sex and Evolution is a seminal 1975 book by evolutionary biologist George C. Williams that analyzes the evolutionary origins and adaptive significance of sexual reproduction.
  • B. Sex, Evolution, and Behavior
    Sex, Evolution, and Behavior is an influential book that applies evolutionary biology and behavioral ecology to explain patterns of sexual behavior and reproductive strategies in humans and other animals.
  • C. The Evolution of Sex
    The Evolution of Sex is a seminal 1978 book by evolutionary biologist John Maynard Smith that analyzes why sexual reproduction evolved and how it is maintained despite its apparent costs.
  • D. The Evolution of Desire: Strategies of Human Mating
    The Evolution of Desire: Strategies of Human Mating is a landmark book in evolutionary psychology that explores how natural selection has shaped human mating strategies, preferences, and behaviors across cultures.
  • E. Sex and Evolution (1975)
    Sex and Evolution (1975) is a seminal book by evolutionary biologist George C. Williams that analyzes the evolutionary origins and adaptive significance of sexual reproduction.
  • 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: "Darwin, Sex, and Status"
Triple: [Jerome H. Barkow, notableWork, "Darwin, Sex, and Status"]
Generated description
"Darwin, Sex, and Status" is a book by evolutionary psychologist Jerome H. Barkow that explores how evolutionary theory shapes human behavior, social hierarchies, and mating strategies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: "Darwin, Sex, and Status"
Target entity description: "Darwin, Sex, and Status" is a book by evolutionary psychologist Jerome H. Barkow that explores how evolutionary theory shapes human behavior, social hierarchies, and mating strategies.
  • A. Sex and Evolution
    Sex and Evolution is a seminal 1975 book by evolutionary biologist George C. Williams that analyzes the evolutionary origins and adaptive significance of sexual reproduction.
  • B. Sex, Evolution, and Behavior
    Sex, Evolution, and Behavior is an influential book that applies evolutionary biology and behavioral ecology to explain patterns of sexual behavior and reproductive strategies in humans and other animals.
  • C. The Evolution of Sex
    The Evolution of Sex is a seminal 1978 book by evolutionary biologist John Maynard Smith that analyzes why sexual reproduction evolved and how it is maintained despite its apparent costs.
  • D. The Evolution of Desire: Strategies of Human Mating
    The Evolution of Desire: Strategies of Human Mating is a landmark book in evolutionary psychology that explores how natural selection has shaped human mating strategies, preferences, and behaviors across cultures.
  • E. Sex and Evolution (1975)
    Sex and Evolution (1975) is a seminal book by evolutionary biologist George C. Williams that analyzes the evolutionary origins and adaptive significance of sexual reproduction.
  • 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_69ca82f749388190bffbea6dfb509016 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb810ac380819095bd67f0555ac2a8 completed March 31, 2026, 8:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde84427dc8190925150b5d52bc9a0 completed April 2, 2026, 3:53 a.m.
NEDg Description generation batch_69cdebfc63e8819087f5c1d588b58e21 completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded77618c81909e8786ccd2f3e4b6 completed April 2, 2026, 4:15 a.m.
Created at: March 30, 2026, 6:03 p.m.