Triple

T2073495
Position Surface form Disambiguated ID Type / Status
Subject Alfred Adler E44867 entity
Predicate wrote P2831 FINISHED
Object Understanding Human Nature
"Understanding Human Nature" is a foundational psychological work by Alfred Adler that outlines his theories on personality, social interest, and the motivations underlying human behavior.
 E231377 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: Understanding Human Nature | Statement: [Alfred Adler, wrote, Understanding Human Nature]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Understanding Human Nature
Context triple: [Alfred Adler, wrote, Understanding Human Nature]
  • A. Human Nature and Conduct
    Human Nature and Conduct is a 1922 philosophical work by John Dewey that explores how human habits, impulses, and social conditions shape moral behavior and ethical decision-making.
  • B. On Human Nature
    On Human Nature is a landmark 1978 book by biologist Edward O. Wilson that explores the biological and evolutionary foundations of human behavior and won the Pulitzer Prize for General Nonfiction.
  • C. Understanding Human History
    Understanding Human History is a book by Michael H. Hart that presents a controversial, quantitative and evolutionary perspective on the development and future of human societies.
  • D. Human Nature in the Light of Psychopathology
    Human Nature in the Light of Psychopathology is a seminal work of holistic neurology and psychology that explores how brain injuries and mental disorders illuminate the fundamental organization and capacities of human beings.
  • E. Science and Human Behavior
    Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
  • 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: Understanding Human Nature
Triple: [Alfred Adler, wrote, Understanding Human Nature]
Generated description
"Understanding Human Nature" is a foundational psychological work by Alfred Adler that outlines his theories on personality, social interest, and the motivations underlying human behavior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Understanding Human Nature
Target entity description: "Understanding Human Nature" is a foundational psychological work by Alfred Adler that outlines his theories on personality, social interest, and the motivations underlying human behavior.
  • A. Human Nature and Conduct
    Human Nature and Conduct is a 1922 philosophical work by John Dewey that explores how human habits, impulses, and social conditions shape moral behavior and ethical decision-making.
  • B. On Human Nature
    On Human Nature is a landmark 1978 book by biologist Edward O. Wilson that explores the biological and evolutionary foundations of human behavior and won the Pulitzer Prize for General Nonfiction.
  • C. Understanding Human History
    Understanding Human History is a book by Michael H. Hart that presents a controversial, quantitative and evolutionary perspective on the development and future of human societies.
  • D. Human Nature in the Light of Psychopathology
    Human Nature in the Light of Psychopathology is a seminal work of holistic neurology and psychology that explores how brain injuries and mental disorders illuminate the fundamental organization and capacities of human beings.
  • E. Science and Human Behavior
    Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
  • 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_69a88916c2b48190a5ca2e9b12cad3ed completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba101c008190840763d2f28fa8d7 completed March 7, 2026, 5:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae272ee27c8190a4bb4690961dccf6 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae27b2c9d08190b1950abd8d41d3b3 completed March 9, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69ae2817ce3c81908e48170760cf98ef completed March 9, 2026, 1:53 a.m.
Created at: March 4, 2026, 7:41 p.m.