Triple

T8057022
Position Surface form Disambiguated ID Type / Status
Subject Laws of the Knowable E188027 entity
Predicate partOf P40 FINISHED
Object Ray Dalio’s First Principles framework
Ray Dalio’s First Principles framework is a decision-making and problem-solving methodology that distills reality into fundamental, timeless principles—such as the “Laws of the Knowable”—to guide clear thinking, effective action, and better outcomes in life and work.
E707114 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: Ray Dalio’s First Principles framework | Statement: [Laws of the Knowable, partOf, Ray Dalio’s First Principles framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ray Dalio’s First Principles framework
Context triple: [Laws of the Knowable, partOf, Ray Dalio’s First Principles framework]
  • A. Value Investing: From Graham to Buffett and Beyond
    "Value Investing: From Graham to Buffett and Beyond" is a widely regarded finance book by Bruce Greenwald that explains and updates the principles of classic value investing for modern markets, drawing on the approaches of Benjamin Graham and Warren Buffett.
  • B. The Alchemy of Finance
    The Alchemy of Finance is a seminal book by investor George Soros that outlines his theory of reflexivity in markets and its implications for financial speculation and economic cycles.
  • C. 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.
  • D. Invested: Changing Forever the Way Americans Invest
    "Invested: Changing Forever the Way Americans Invest" is a book by brokerage pioneer Charles R. Schwab that chronicles the rise of discount investing and the transformation of the U.S. financial services industry.
  • E. Poor Charlie’s Almanack
    Poor Charlie’s Almanack is a widely acclaimed collection of Charlie Munger’s speeches, essays, and wisdom on investing, decision-making, and multidisciplinary thinking.
  • 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: Ray Dalio’s First Principles framework
Triple: [Laws of the Knowable, partOf, Ray Dalio’s First Principles framework]
Generated description
Ray Dalio’s First Principles framework is a decision-making and problem-solving methodology that distills reality into fundamental, timeless principles—such as the “Laws of the Knowable”—to guide clear thinking, effective action, and better outcomes in life and work.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ray Dalio’s First Principles framework
Target entity description: Ray Dalio’s First Principles framework is a decision-making and problem-solving methodology that distills reality into fundamental, timeless principles—such as the “Laws of the Knowable”—to guide clear thinking, effective action, and better outcomes in life and work.
  • A. Value Investing: From Graham to Buffett and Beyond
    "Value Investing: From Graham to Buffett and Beyond" is a widely regarded finance book by Bruce Greenwald that explains and updates the principles of classic value investing for modern markets, drawing on the approaches of Benjamin Graham and Warren Buffett.
  • B. The Alchemy of Finance
    The Alchemy of Finance is a seminal book by investor George Soros that outlines his theory of reflexivity in markets and its implications for financial speculation and economic cycles.
  • C. 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.
  • D. Invested: Changing Forever the Way Americans Invest
    "Invested: Changing Forever the Way Americans Invest" is a book by brokerage pioneer Charles R. Schwab that chronicles the rise of discount investing and the transformation of the U.S. financial services industry.
  • E. Poor Charlie’s Almanack
    Poor Charlie’s Almanack is a widely acclaimed collection of Charlie Munger’s speeches, essays, and wisdom on investing, decision-making, and multidisciplinary thinking.
  • 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.