Triple

T23112233
Position Surface form Disambiguated ID Type / Status
Subject Barnett Helzberg Jr. E576349 entity
Predicate authorOf P4244 FINISHED
Object What I Learned Before I Sold to Warren Buffett — NE NERFINISHED

How this triple was built (3 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: What I Learned Before I Sold to Warren Buffett | Statement: [Barnett Helzberg Jr., authorOf, What I Learned Before I Sold to Warren Buffett]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What I Learned Before I Sold to Warren Buffett
Context triple: [Barnett Helzberg Jr., authorOf, What I Learned Before I Sold to Warren Buffett]
  • A. How to Build a Business Warren Buffett Would Buy
    "How to Build a Business Warren Buffett Would Buy" is a business book by Jeff Benedict that outlines the principles and strategies for creating a company attractive to long-term, value-focused investors like Warren Buffett.
  • B. The Miracle of the Market
    The Miracle of the Market is an essay by Leonard Read that illustrates how free markets and dispersed knowledge enable complex economic coordination without central planning.
  • C. 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.
  • D. Ponzi’s Scheme: The True Story of a Financial Legend
    Ponzi’s Scheme: The True Story of a Financial Legend is a nonfiction book by Mitchell Zuckoff that recounts the rise and fall of Charles Ponzi and the infamous investment fraud that bears his name.
  • E. Warren Buffett’s 1984 essay "The Superinvestors of Graham-and-Doddsville"
    Warren Buffett’s 1984 essay "The Superinvestors of Graham-and-Doddsville" is a landmark piece arguing for the effectiveness of value investing by showcasing the long-term success of several Graham-trained investors as evidence against market efficiency.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What I Learned Before I Sold to Warren Buffett
Target entity description: "What I Learned Before I Sold to Warren Buffett" is a business and leadership book in which entrepreneur Barnett Helzberg Jr. shares lessons from building and eventually selling his family-owned jewelry company to Warren Buffett.
  • A. How to Build a Business Warren Buffett Would Buy
    "How to Build a Business Warren Buffett Would Buy" is a business book by Jeff Benedict that outlines the principles and strategies for creating a company attractive to long-term, value-focused investors like Warren Buffett.
  • B. The Miracle of the Market
    The Miracle of the Market is an essay by Leonard Read that illustrates how free markets and dispersed knowledge enable complex economic coordination without central planning.
  • C. 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.
  • D. Ponzi’s Scheme: The True Story of a Financial Legend
    Ponzi’s Scheme: The True Story of a Financial Legend is a nonfiction book by Mitchell Zuckoff that recounts the rise and fall of Charles Ponzi and the infamous investment fraud that bears his name.
  • E. Warren Buffett’s 1984 essay "The Superinvestors of Graham-and-Doddsville"
    Warren Buffett’s 1984 essay "The Superinvestors of Graham-and-Doddsville" is a landmark piece arguing for the effectiveness of value investing by showcasing the long-term success of several Graham-trained investors as evidence against market efficiency.
  • F. None of above. chosen

Provenance (2 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_69e245f4af548190898d434a64a1e774 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e100d408190a7349563235640d5 completed April 29, 2026, 4:50 a.m.
Created at: April 17, 2026, 3:58 p.m.