Triple

T13232915
Position Surface form Disambiguated ID Type / Status
Subject Jason Zweig E315066 entity
Predicate writesColumn P93401 FINISHED
Object "The Intelligent Investor" column at The Wall Street Journal E79850 NE FINISHED

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: "The Intelligent Investor" column at The Wall Street Journal | Statement: [Jason Zweig, writesColumn, "The Intelligent Investor" column at The Wall Street Journal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "The Intelligent Investor" column at The Wall Street Journal
Context triple: [Jason Zweig, writesColumn, "The Intelligent Investor" column at The Wall Street Journal]
  • A. The Intelligent Investor chosen
    The Intelligent Investor is a classic book on value investing that lays out Benjamin Graham’s principles for analyzing securities, managing risk, and investing with a margin of safety.
  • B. 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.
  • 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. The Wall Street Journal
    The Wall Street Journal is a leading American business-focused daily newspaper known for its influential financial reporting and analysis.
  • E. "The Walter Schloss Approach to Investing" (articles and speeches)
    "The Walter Schloss Approach to Investing" is a collection of articles and speeches in which renowned value investor Walter Schloss explains his disciplined, conservative, and deeply quantitative method of buying undervalued stocks.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: writesColumn
Context triple: [Jason Zweig, writesColumn, "The Intelligent Investor" column at The Wall Street Journal]
  • A. writesTo
    Indicates that one entity produces and records information, data, or content into another entity as a destination or storage target.
  • B. writesSystem
    Indicates that an entity authors or produces a system, such as designing, coding, or otherwise creating it.
  • C. writerProperty chosen
    Indicates that one entity serves as the writer or author associated with another entity.
  • D. writingComponent
    Indicates that one entity is a written part or element that contributes to the composition or structure of another entity.
  • E. writtenTo
    Indicates that something has been addressed or directed in written form to a particular recipient.
  • F. None of above.

Provenance (4 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_69d806affc688190a25b6ccc588e9c72 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98d34ff288190bdb550a019b7a470 completed April 10, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff2dca2c81909cab1aa868ad575d completed May 3, 2026, 7:54 a.m.
PD Predicate disambiguation batch_69d98bcb21648190aef241de1e7887e2 completed April 10, 2026, 11:46 p.m.
Created at: April 9, 2026, 9:22 p.m.