Triple

T21124062
Position Surface form Disambiguated ID Type / Status
Subject Irenäus Eibl-Eibesfeldt E520504 entity
Predicate notableWork P4 FINISHED
Object Love and Hate: The Natural History of Behavior Patterns
"Love and Hate: The Natural History of Behavior Patterns" is a seminal ethological study by Irenäus Eibl-Eibesfeldt that explores the biological and evolutionary roots of human social and emotional behavior.
E1468199 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: Love and Hate: The Natural History of Behavior Patterns | Statement: [Irenäus Eibl-Eibesfeldt, notableWork, Love and Hate: The Natural History of Behavior Patterns]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Love and Hate: The Natural History of Behavior Patterns
Context triple: [Irenäus Eibl-Eibesfeldt, notableWork, Love and Hate: The Natural History of Behavior Patterns]
  • A. 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.
  • B. 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.
  • C. The Dangerous Passion: Why Jealousy Is as Necessary as Love and Sex
    The Dangerous Passion: Why Jealousy Is as Necessary as Love and Sex is an evolutionary psychology book by David M. Buss that explores the origins, functions, and consequences of romantic jealousy in human relationships.
  • D. The Evolution of Human Sexuality
    The Evolution of Human Sexuality is a landmark 1979 book by anthropologist Donald Symons that applies evolutionary theory to explain the origins and functions of human sexual behavior.
  • E. Sex and Temperament
    Sex and Temperament is a landmark 1935 anthropological work by Margaret Mead that examines gender roles and personality in three New Guinea societies to challenge Western assumptions about sex and gender.
  • 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: Love and Hate: The Natural History of Behavior Patterns
Triple: [Irenäus Eibl-Eibesfeldt, notableWork, Love and Hate: The Natural History of Behavior Patterns]
Generated description
"Love and Hate: The Natural History of Behavior Patterns" is a seminal ethological study by Irenäus Eibl-Eibesfeldt that explores the biological and evolutionary roots of human social and emotional behavior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Love and Hate: The Natural History of Behavior Patterns
Target entity description: "Love and Hate: The Natural History of Behavior Patterns" is a seminal ethological study by Irenäus Eibl-Eibesfeldt that explores the biological and evolutionary roots of human social and emotional behavior.
  • A. 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.
  • B. 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.
  • C. The Dangerous Passion: Why Jealousy Is as Necessary as Love and Sex
    The Dangerous Passion: Why Jealousy Is as Necessary as Love and Sex is an evolutionary psychology book by David M. Buss that explores the origins, functions, and consequences of romantic jealousy in human relationships.
  • D. The Evolution of Human Sexuality
    The Evolution of Human Sexuality is a landmark 1979 book by anthropologist Donald Symons that applies evolutionary theory to explain the origins and functions of human sexual behavior.
  • E. Sex and Temperament
    Sex and Temperament is a landmark 1935 anthropological work by Margaret Mead that examines gender roles and personality in three New Guinea societies to challenge Western assumptions about sex and gender.
  • 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_69e0b50a623881909c0bbaf4f2c055e7 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e72236b2d88190bef9f0cd6924ca92 completed April 21, 2026, 7:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0965eb985081908e83e65d104e25ee completed May 17, 2026, 6:53 a.m.
NEDg Description generation batch_6a0966f894d48190b6841c35a9aab417 completed May 17, 2026, 6:58 a.m.
NED2 Entity disambiguation (via description) batch_6a096adfd4248190a26c513278e7b334 completed May 17, 2026, 7:14 a.m.
Created at: April 16, 2026, 2:56 p.m.