Triple

T8057021
Position Surface form Disambiguated ID Type / Status
Subject Laws of the Knowable E188027 entity
Predicate partOf P40 FINISHED
Object First Principles framework
The First Principles framework is a foundational decision-making and problem-solving approach that breaks complex issues down into their most basic, knowable truths to build solutions from the ground up.
E707113 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: First Principles framework | Statement: [Laws of the Knowable, partOf, First Principles framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: First Principles framework
Context triple: [Laws of the Knowable, partOf, First Principles framework]
  • A. First Principles
    First Principles is a foundational philosophical work by Herbert Spencer that outlines his synthetic philosophy, attempting to unify knowledge across the sciences, metaphysics, and ethics.
  • B. On First Principles
    On First Principles is a foundational early Christian theological treatise by Origen that systematically explores doctrines such as God, creation, free will, and salvation.
  • C. Principle and Foundation
    Principle and Foundation is the opening section of Ignatius of Loyola’s Spiritual Exercises that lays out the fundamental purpose of human life and the proper ordering of all created things in relation to God.
  • D. The Architecture of Theories
    The Architecture of Theories is an 1891 philosophical essay by Charles Sanders Peirce that outlines his evolutionary, realist, and scientific approach to metaphysics and the structure of scientific theories.
  • E. Foundations of Method
    Foundations of Method is an influential educational theory book by William Heard Kilpatrick that explores the principles and philosophy underlying effective teaching and learning.
  • 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: First Principles framework
Triple: [Laws of the Knowable, partOf, First Principles framework]
Generated description
The First Principles framework is a foundational decision-making and problem-solving approach that breaks complex issues down into their most basic, knowable truths to build solutions from the ground up.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: First Principles framework
Target entity description: The First Principles framework is a foundational decision-making and problem-solving approach that breaks complex issues down into their most basic, knowable truths to build solutions from the ground up.
  • A. First Principles
    First Principles is a foundational philosophical work by Herbert Spencer that outlines his synthetic philosophy, attempting to unify knowledge across the sciences, metaphysics, and ethics.
  • B. On First Principles
    On First Principles is a foundational early Christian theological treatise by Origen that systematically explores doctrines such as God, creation, free will, and salvation.
  • C. Principle and Foundation
    Principle and Foundation is the opening section of Ignatius of Loyola’s Spiritual Exercises that lays out the fundamental purpose of human life and the proper ordering of all created things in relation to God.
  • D. The Architecture of Theories
    The Architecture of Theories is an 1891 philosophical essay by Charles Sanders Peirce that outlines his evolutionary, realist, and scientific approach to metaphysics and the structure of scientific theories.
  • E. Foundations of Method
    Foundations of Method is an influential educational theory book by William Heard Kilpatrick that explores the principles and philosophy underlying effective teaching and learning.
  • 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_69ca82b2f68881908c50560697e210da completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3fa26fb88190b6799bddeb68ed78 completed March 31, 2026, 3:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc5725c5308190b2eb565902124b10 completed March 31, 2026, 11:22 p.m.
NEDg Description generation batch_69cc58ae255c8190a6a2d2f335c6cc3f completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cd22b188190b8a31e8e8ac8b98d completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:25 p.m.