Triple

T13232898
Position Surface form Disambiguated ID Type / Status
Subject Jason Zweig E315066 entity
Predicate wrote P2831 FINISHED
Object "The Little Book of Safe Money"
"The Little Book of Safe Money" is a personal finance guide by Jason Zweig that offers practical, conservative strategies for protecting savings and investing prudently.
E1029620 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 Little Book of Safe Money" | Statement: [Jason Zweig, wrote, "The Little Book of Safe Money"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "The Little Book of Safe Money"
Context triple: [Jason Zweig, wrote, "The Little Book of Safe Money"]
  • A. 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.
  • B. It’s Your Money
    "It’s Your Money" is a personal finance book by Charles R. Schwab that offers practical guidance on investing, saving, and managing money for individual investors.
  • C. Smart Money
    Smart Money is a 1931 American crime drama film starring Edward G. Robinson and James Cagney, notable for its portrayal of a small-time gambler’s rise and fall in the underworld.
  • D. About the Money
    "About the Money" is a hip hop single by rapper T.I. featuring Young Thug, known for its catchy hook and prominent presence on his album "Paperwork."
  • E. The Value of Money
    "The Value of Money" is an economic work by Prabhat Patnaik that critically examines the nature, role, and dynamics of money within capitalist economies.
  • 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 Little Book of Safe Money"
Triple: [Jason Zweig, wrote, "The Little Book of Safe Money"]
Generated description
"The Little Book of Safe Money" is a personal finance guide by Jason Zweig that offers practical, conservative strategies for protecting savings and investing prudently.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "The Little Book of Safe Money"
Target entity description: "The Little Book of Safe Money" is a personal finance guide by Jason Zweig that offers practical, conservative strategies for protecting savings and investing prudently.
  • A. 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.
  • B. It’s Your Money
    "It’s Your Money" is a personal finance book by Charles R. Schwab that offers practical guidance on investing, saving, and managing money for individual investors.
  • C. Smart Money
    Smart Money is a 1931 American crime drama film starring Edward G. Robinson and James Cagney, notable for its portrayal of a small-time gambler’s rise and fall in the underworld.
  • D. About the Money
    "About the Money" is a hip hop single by rapper T.I. featuring Young Thug, known for its catchy hook and prominent presence on his album "Paperwork."
  • E. The Value of Money
    "The Value of Money" is an economic work by Prabhat Patnaik that critically examines the nature, role, and dynamics of money within capitalist economies.
  • 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.