Triple

T849427
Position Surface form Disambiguated ID Type / Status
Subject Abraham Maslow E18349 entity
Predicate notableWork P4 FINISHED
Object Toward a Psychology of Being
Toward a Psychology of Being is a seminal humanistic psychology book by Abraham Maslow that explores self-actualization and the realization of human potential.
E99344 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: Toward a Psychology of Being | Statement: [Abraham Maslow, notableWork, Toward a Psychology of Being]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toward a Psychology of Being
Context triple: [Abraham Maslow, notableWork, Toward a Psychology of Being]
  • A. Phenomenology of Mind
    Phenomenology of Mind is the English title of G. W. F. Hegel’s seminal philosophical work that traces the development of human consciousness, self-awareness, and reason toward absolute knowledge.
  • B. On Becoming a Person
    "On Becoming a Person" is a seminal 1961 book by humanistic psychologist Carl Rogers that outlines his client-centered therapeutic approach and explores the process of personal growth and self-actualization.
  • C. Process and Reality
    Process and Reality is Alfred North Whitehead’s seminal philosophical work that lays out his influential process philosophy and metaphysical system of “process thought.”
  • D. The Concept of Mind
    The Concept of Mind is a 1949 philosophical work by Gilbert Ryle that critiques Cartesian dualism and introduces the idea of mental concepts as dispositions rather than inner ghostly states.
  • E. Analysis of the Phenomena of the Human Mind
    Analysis of the Phenomena of the Human Mind is an influential 1829 work of associationist psychology and philosophy by James Mill that systematically examines mental processes through the principles of association.
  • 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: Toward a Psychology of Being
Triple: [Abraham Maslow, notableWork, Toward a Psychology of Being]
Generated description
Toward a Psychology of Being is a seminal humanistic psychology book by Abraham Maslow that explores self-actualization and the realization of human potential.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toward a Psychology of Being
Target entity description: Toward a Psychology of Being is a seminal humanistic psychology book by Abraham Maslow that explores self-actualization and the realization of human potential.
  • A. Phenomenology of Mind
    Phenomenology of Mind is the English title of G. W. F. Hegel’s seminal philosophical work that traces the development of human consciousness, self-awareness, and reason toward absolute knowledge.
  • B. On Becoming a Person
    "On Becoming a Person" is a seminal 1961 book by humanistic psychologist Carl Rogers that outlines his client-centered therapeutic approach and explores the process of personal growth and self-actualization.
  • C. Process and Reality
    Process and Reality is Alfred North Whitehead’s seminal philosophical work that lays out his influential process philosophy and metaphysical system of “process thought.”
  • D. The Concept of Mind
    The Concept of Mind is a 1949 philosophical work by Gilbert Ryle that critiques Cartesian dualism and introduces the idea of mental concepts as dispositions rather than inner ghostly states.
  • E. Analysis of the Phenomena of the Human Mind
    Analysis of the Phenomena of the Human Mind is an influential 1829 work of associationist psychology and philosophy by James Mill that systematically examines mental processes through the principles of association.
  • 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_69a4938b04208190b82e1df6b572c548 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac1fac3481909cba7070ce31a9b3 completed March 1, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a792a0666c8190bfc9166d45b4e867 completed March 4, 2026, 2:02 a.m.
NEDg Description generation batch_69a793563cc881909381f898f240c0bd completed March 4, 2026, 2:05 a.m.
NED2 Entity disambiguation (via description) batch_69a7941add588190913198a7f7b20943 completed March 4, 2026, 2:08 a.m.
Created at: March 1, 2026, 7:38 p.m.