Triple

T21137791
Position Surface form Disambiguated ID Type / Status
Subject Ben Stein E520856 entity
Predicate notableWork P4 FINISHED
Object How to Ruin Your Financial Life
"How to Ruin Your Financial Life" is a humorous personal finance book that uses satire and reverse psychology to highlight common money mistakes and teach readers how to avoid them.
E1468457 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: How to Ruin Your Financial Life | Statement: [Ben Stein, notableWork, How to Ruin Your Financial Life]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How to Ruin Your Financial Life
Context triple: [Ben Stein, notableWork, How to Ruin Your Financial Life]
  • A. 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.
  • B. All Your Worth
    All Your Worth is a personal finance book co-authored by Elizabeth Warren that outlines a balanced approach to budgeting and money management for middle-class families.
  • C. Mind on My Money
    "Mind on My Money" is a song by Nicki Minaj from her mixtape *Beam Me Up Scotty*, showcasing her early braggadocious rap style and wordplay.
  • D. Panic: The Story of Modern Financial Insanity
    Panic: The Story of Modern Financial Insanity is a nonfiction book edited by Michael Lewis that compiles contemporary journalism and commentary to chronicle major financial crises and the irrational behavior driving them.
  • E. Mind on Our Money
    "Mind on Our Money" is a track by the hip hop group Bone Thugs-n-Harmony from their album *BTNHResurrection*.
  • 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: How to Ruin Your Financial Life
Triple: [Ben Stein, notableWork, How to Ruin Your Financial Life]
Generated description
"How to Ruin Your Financial Life" is a humorous personal finance book that uses satire and reverse psychology to highlight common money mistakes and teach readers how to avoid them.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How to Ruin Your Financial Life
Target entity description: "How to Ruin Your Financial Life" is a humorous personal finance book that uses satire and reverse psychology to highlight common money mistakes and teach readers how to avoid them.
  • A. 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.
  • B. All Your Worth
    All Your Worth is a personal finance book co-authored by Elizabeth Warren that outlines a balanced approach to budgeting and money management for middle-class families.
  • C. Mind on My Money
    "Mind on My Money" is a song by Nicki Minaj from her mixtape *Beam Me Up Scotty*, showcasing her early braggadocious rap style and wordplay.
  • D. Panic: The Story of Modern Financial Insanity
    Panic: The Story of Modern Financial Insanity is a nonfiction book edited by Michael Lewis that compiles contemporary journalism and commentary to chronicle major financial crises and the irrational behavior driving them.
  • E. Mind on Our Money
    "Mind on Our Money" is a track by the hip hop group Bone Thugs-n-Harmony from their album *BTNHResurrection*.
  • 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_69e0b50b53048190ae34e8abbe3c5ada completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7235b89188190a6209c0a1839ee03 completed April 21, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0965f556d881909652d21a62b10874 completed May 17, 2026, 6:53 a.m.
NEDg Description generation batch_6a0966f894d48190b6841c35a9aab417 completed May 17, 2026, 6:58 a.m.
NED2 Entity disambiguation (via description) batch_6a096adfd4248190a26c513278e7b334 completed May 17, 2026, 7:14 a.m.
Created at: April 16, 2026, 2:57 p.m.