Triple

T17958462
Position Surface form Disambiguated ID Type / Status
Subject Integral philosophy E449013 entity
Predicate hasAlternativeName P39 FINISHED
Object integral theory
Integral theory is a comprehensive philosophical framework, largely developed by Ken Wilber, that seeks to integrate insights from science, psychology, spirituality, and culture into a unified model of human development and reality.
E1298192 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: integral theory | Statement: [Integral philosophy, hasAlternativeName, integral theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: integral theory
Context triple: [Integral philosophy, hasAlternativeName, integral theory]
  • A. Theory of the Integral
    Theory of the Integral is a classic mathematical monograph that systematically develops the theory of integration, particularly Lebesgue integration, and has been influential in real analysis.
  • B. Henstock–Kurzweil integral
    The Henstock–Kurzweil integral is a highly general integration theory that extends and refines the Riemann integral, capable of integrating a broader class of functions while retaining many of the intuitive properties of Riemann integration.
  • C. Riemann integral
    The Riemann integral is a fundamental concept in calculus that defines the integral of a function as the limit of sums of function values over increasingly fine partitions of an interval.
  • D. Riemann–Stieltjes integral
    The Riemann–Stieltjes integral is a generalization of the Riemann integral in which integration is taken with respect to a function of bounded variation rather than just the identity function, allowing more flexible treatment of sums and distributions.
  • E. Riemann–Liouville integral
    The Riemann–Liouville integral is a fundamental operator in fractional calculus that generalizes the concept of an n-fold repeated integral to non-integer (fractional) orders.
  • 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: integral theory
Triple: [Integral philosophy, hasAlternativeName, integral theory]
Generated description
Integral theory is a comprehensive philosophical framework, largely developed by Ken Wilber, that seeks to integrate insights from science, psychology, spirituality, and culture into a unified model of human development and reality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: integral theory
Target entity description: Integral theory is a comprehensive philosophical framework, largely developed by Ken Wilber, that seeks to integrate insights from science, psychology, spirituality, and culture into a unified model of human development and reality.
  • A. Theory of the Integral
    Theory of the Integral is a classic mathematical monograph that systematically develops the theory of integration, particularly Lebesgue integration, and has been influential in real analysis.
  • B. Henstock–Kurzweil integral
    The Henstock–Kurzweil integral is a highly general integration theory that extends and refines the Riemann integral, capable of integrating a broader class of functions while retaining many of the intuitive properties of Riemann integration.
  • C. Riemann integral
    The Riemann integral is a fundamental concept in calculus that defines the integral of a function as the limit of sums of function values over increasingly fine partitions of an interval.
  • D. Riemann–Stieltjes integral
    The Riemann–Stieltjes integral is a generalization of the Riemann integral in which integration is taken with respect to a function of bounded variation rather than just the identity function, allowing more flexible treatment of sums and distributions.
  • E. Riemann–Liouville integral
    The Riemann–Liouville integral is a fundamental operator in fractional calculus that generalizes the concept of an n-fold repeated integral to non-integer (fractional) orders.
  • 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_69d8b9f8cca8819099836916c56b7c95 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e4afb16bfc8190b3eb433a90f0630d completed April 19, 2026, 10:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0329231bc88190bd8dddb2d2f9e5fa completed May 12, 2026, 1:20 p.m.
NEDg Description generation batch_6a032b6bbebc819084da96216c6406d6 completed May 12, 2026, 1:30 p.m.
NED2 Entity disambiguation (via description) batch_6a032c34e8ac8190876e37fe8d3aa304 completed May 12, 2026, 1:33 p.m.
Created at: April 10, 2026, 10:21 a.m.