Triple

T11954014
Position Surface form Disambiguated ID Type / Status
Subject Leonard Alfred Schneider E284501 entity
Predicate notableWork P4 FINISHED
Object How to Talk Dirty and Influence People E263023 NE FINISHED

How this triple was built (2 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 Talk Dirty and Influence People | Statement: [Leonard Alfred Schneider, notableWork, How to Talk Dirty and Influence People]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: How to Talk Dirty and Influence People
Context triple: [Leonard Alfred Schneider, notableWork, How to Talk Dirty and Influence People]
  • A. How to Talk Dirty and Influence People chosen
    "How to Talk Dirty and Influence People" is the provocative, semi-autobiographical memoir by groundbreaking American comedian Lenny Bruce, chronicling his life, career, and battles over free speech and censorship.
  • B. How to Win Friends and Influence People
    How to Win Friends and Influence People is a classic self-help book that teaches practical techniques for improving interpersonal skills, building relationships, and positively influencing others.
  • C. How to Talk to Anyone, Anytime, Anywhere
    "How to Talk to Anyone, Anytime, Anywhere" is a communication skills book by legendary broadcaster Larry King that offers practical advice on improving conversation and interpersonal interactions in a wide range of social and professional situations.
  • D. How to Be a Player
    How to Be a Player is a 1997 American comedy film starring Bill Bellamy as a womanizing bachelor whose lifestyle is challenged over one chaotic weekend.
  • E. The Art of the Deal
    The Art of the Deal is a 1987 business memoir and self-help book in which Donald Trump outlines his deal-making philosophy and recounts key episodes from his real estate career.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6ab2db38c8190b1f0ed6663ef8ada completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90365da288190a132703df563de23 completed April 10, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69f4590584608190bc00840c43f115a0 completed May 1, 2026, 7:40 a.m.
Created at: April 8, 2026, 9:45 p.m.