Triple

T13535024
Position Surface form Disambiguated ID Type / Status
Subject Jon Elster E323237 entity
Predicate notableWork P4 FINISHED
Object Explaining Social Behavior
Explaining Social Behavior is a book by social scientist Jon Elster that offers a comprehensive, analytically rigorous account of how rational-choice theory and psychological mechanisms can be used to understand human actions and social phenomena.
E1046555 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: Explaining Social Behavior | Statement: [Jon Elster, notableWork, Explaining Social Behavior]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Explaining Social Behavior
Context triple: [Jon Elster, notableWork, Explaining Social Behavior]
  • A. Social Behaviour in Animals
    Social Behaviour in Animals is a classic ethology book by Niko Tinbergen that explores the evolutionary and ecological foundations of social interactions in animal species.
  • B. The Organization of Behavior
    The Organization of Behavior is a landmark 1949 book by psychologist Donald Hebb that introduced the influential theory of Hebbian learning to explain how neural networks underlie learning and behavior.
  • C. The Psychology of Social Norms
    The Psychology of Social Norms is a foundational work in social psychology that analyzes how group norms emerge and shape individual perceptions, attitudes, and behavior.
  • D. The Genetical Evolution of Social Behaviour
    The Genetical Evolution of Social Behaviour is William D. Hamilton’s landmark 1964 paper that founded modern kin selection theory and transformed the study of social evolution in biology.
  • E. Of Three Kinds of Social Intercourse
    "Of Three Kinds of Social Intercourse" is a philosophical essay by Francis Bacon that reflects on different modes of human relationships and conversation within society.
  • 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: Explaining Social Behavior
Triple: [Jon Elster, notableWork, Explaining Social Behavior]
Generated description
Explaining Social Behavior is a book by social scientist Jon Elster that offers a comprehensive, analytically rigorous account of how rational-choice theory and psychological mechanisms can be used to understand human actions and social phenomena.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Explaining Social Behavior
Target entity description: Explaining Social Behavior is a book by social scientist Jon Elster that offers a comprehensive, analytically rigorous account of how rational-choice theory and psychological mechanisms can be used to understand human actions and social phenomena.
  • A. Social Behaviour in Animals
    Social Behaviour in Animals is a classic ethology book by Niko Tinbergen that explores the evolutionary and ecological foundations of social interactions in animal species.
  • B. The Organization of Behavior
    The Organization of Behavior is a landmark 1949 book by psychologist Donald Hebb that introduced the influential theory of Hebbian learning to explain how neural networks underlie learning and behavior.
  • C. The Psychology of Social Norms
    The Psychology of Social Norms is a foundational work in social psychology that analyzes how group norms emerge and shape individual perceptions, attitudes, and behavior.
  • D. The Genetical Evolution of Social Behaviour
    The Genetical Evolution of Social Behaviour is William D. Hamilton’s landmark 1964 paper that founded modern kin selection theory and transformed the study of social evolution in biology.
  • E. Of Three Kinds of Social Intercourse
    "Of Three Kinds of Social Intercourse" is a philosophical essay by Francis Bacon that reflects on different modes of human relationships and conversation within society.
  • 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafbcad2881909fb7490311807f75 completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75d9a448c81908fa57a909a9097f7 completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f75e7d8970819092116ae7a769ac21 completed May 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69f75f35c6008190b88e14feddb93a1d completed May 3, 2026, 2:44 p.m.
Created at: April 9, 2026, 9:44 p.m.