Triple

T18961445
Position Surface form Disambiguated ID Type / Status
Subject Invested: Changing Forever the Way Americans Invest E463922 entity
Predicate hasTitle P38 FINISHED
Object Invested: Changing Forever the Way Americans Invest — NE NERFINISHED

How this triple was built (2 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: Invested: Changing Forever the Way Americans Invest | Statement: [Invested: Changing Forever the Way Americans Invest, hasTitle, Invested: Changing Forever the Way Americans Invest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Invested: Changing Forever the Way Americans Invest
Context triple: [Invested: Changing Forever the Way Americans Invest, hasTitle, Invested: Changing Forever the Way Americans Invest]
  • A. Invested: Changing Forever the Way Americans Invest chosen
    "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.
  • B. 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.
  • C. In an Uncertain World: Tough Choices from Wall Street to Washington
    In an Uncertain World: Tough Choices from Wall Street to Washington is a memoir and policy reflection by former U.S. Treasury Secretary and Wall Street executive Robert Rubin, examining decision-making under uncertainty in finance and government.
  • D. 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.
  • E. Triumph of the Market
    Triumph of the Market is a critical work by economist and media analyst Edward S. Herman that examines the social and political consequences of neoliberal, market-driven policies.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69d8dcffc278819086792a4ebfddfafa completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d5d2b1c08190a4a32036c70c7746 completed April 20, 2026, 7:29 a.m.
Created at: April 10, 2026, noon