Triple

T27999677
Position Surface form Disambiguated ID Type / Status
Subject Ray Dalio’s First Principles framework E707114 entity
Predicate instanceOf P0 FINISHED
Object problem-solving methodology C29538 CONCEPT FINISHED

How this triple was built (1 step)

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.

CD Concept disambiguation gpt-5-mini-2025-08-07
Target class: problem-solving methodology
Context triple: [Ray Dalio’s First Principles framework, instanceOf, problem-solving methodology]
  • A. problem-solving system chosen
    A problem-solving system is a structured framework of processes, methods, and tools designed to analyze situations, generate options, and select and implement effective solutions to achieve specific goals.
  • B. problem-solving journal
    A problem-solving journal is a structured personal record where individuals document challenges, solution attempts, reasoning steps, and reflections to improve their analytical and critical thinking skills over time.
  • C. mathematical method
    A mathematical method is a systematic procedure or algorithm used to solve problems, prove results, or analyze structures within mathematics.
  • D. mathematical problem
    A mathematical problem is a question or task that requires the application of mathematical concepts, methods, or reasoning to find a solution or demonstrate a result.
  • E. management methodology
    A management methodology is a structured, repeatable approach that guides how organizations plan, execute, monitor, and improve their work to achieve strategic and operational goals.
  • F. None of above.

Provenance (1 batch)

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_69ef96b980d88190a753b2f9a978595a completed April 27, 2026, 5:02 p.m.
Created at: April 27, 2026, 7:56 p.m.