Triple

T13232897
Position Surface form Disambiguated ID Type / Status
Subject Jason Zweig E315066 entity
Predicate wrote P2831 FINISHED
Object "The Devil’s Financial Dictionary"
"The Devil’s Financial Dictionary" is a satirical reference book that humorously demystifies and critiques the language and practices of Wall Street and the financial industry.
E1029619 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: "The Devil’s Financial Dictionary" | Statement: [Jason Zweig, wrote, "The Devil’s Financial Dictionary"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "The Devil’s Financial Dictionary"
Context triple: [Jason Zweig, wrote, "The Devil’s Financial Dictionary"]
  • A. Liar's Poker
    Liar's Poker is a bestselling non-fiction book by Michael Lewis that chronicles his experiences on Wall Street in the 1980s, offering an insider’s look at the excesses and culture of investment banking.
  • B. Frauds and Frenzies
    Frauds and Frenzies is a silent-era comedy film featuring slapstick comedian and filmmaker Larry Semon.
  • C. The Magic of Money
    The Magic of Money is a memoir and economic treatise by German banker and statesman Hjalmar Schacht, reflecting on his role in Weimar and Nazi-era financial policy and the nature of monetary power.
  • D. Money Is the One True God
    "Money Is the One True God" is a song by the British industrial metal band Godflesh, known for its heavy, mechanical sound and bleak, anti-capitalist themes.
  • E. "Arrogant Capital"
    "Arrogant Capital" is a political analysis book by Kevin Phillips that critiques the growing disconnect between America's governing elites in Washington, D.C., and the broader public.
  • 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: "The Devil’s Financial Dictionary"
Triple: [Jason Zweig, wrote, "The Devil’s Financial Dictionary"]
Generated description
"The Devil’s Financial Dictionary" is a satirical reference book that humorously demystifies and critiques the language and practices of Wall Street and the financial industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "The Devil’s Financial Dictionary"
Target entity description: "The Devil’s Financial Dictionary" is a satirical reference book that humorously demystifies and critiques the language and practices of Wall Street and the financial industry.
  • A. Liar's Poker
    Liar's Poker is a bestselling non-fiction book by Michael Lewis that chronicles his experiences on Wall Street in the 1980s, offering an insider’s look at the excesses and culture of investment banking.
  • B. Frauds and Frenzies
    Frauds and Frenzies is a silent-era comedy film featuring slapstick comedian and filmmaker Larry Semon.
  • C. The Magic of Money
    The Magic of Money is a memoir and economic treatise by German banker and statesman Hjalmar Schacht, reflecting on his role in Weimar and Nazi-era financial policy and the nature of monetary power.
  • D. Money Is the One True God
    "Money Is the One True God" is a song by the British industrial metal band Godflesh, known for its heavy, mechanical sound and bleak, anti-capitalist themes.
  • E. "Arrogant Capital"
    "Arrogant Capital" is a political analysis book by Kevin Phillips that critiques the growing disconnect between America's governing elites in Washington, D.C., and the broader public.
  • 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_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.
NEDg Description generation batch_69f70476310c8190b13dc948c1f1ce95 completed May 3, 2026, 8:16 a.m.
NED2 Entity disambiguation (via description) batch_69f70578047c819089fc3044eceb4eac completed May 3, 2026, 8:21 a.m.
Created at: April 9, 2026, 9:22 p.m.