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.