Triple

T6560296
Position Surface form Disambiguated ID Type / Status
Subject Keith Merryman E152563 entity
Predicate basedOnWorkAdapted P6931 FINISHED
Object Act Like a Lady, Think Like a Man
Act Like a Lady, Think Like a Man is a bestselling relationship advice book by comedian and television host Steve Harvey that offers men’s-perspective guidance to women on dating and love.
E10856 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: Act Like a Lady, Think Like a Man | Statement: [Keith Merryman, basedOnWorkAdapted, Act Like a Lady, Think Like a Man]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Act Like a Lady, Think Like a Man
Context triple: [Keith Merryman, basedOnWorkAdapted, Act Like a Lady, Think Like a Man]
  • A. Manhood: How to Be a Better Man—or Just Live with One
    Manhood: How to Be a Better Man—or Just Live with One is Terry Crews’s memoir and self-help book exploring masculinity, vulnerability, relationships, and personal growth.
  • B. What Women Want
    What Women Want is a 2000 romantic comedy film starring Mel Gibson and Helen Hunt about a chauvinistic advertising executive who gains the ability to hear women's thoughts.
  • C. Think Like a Man
    Think Like a Man is a 2012 romantic comedy film based on Steve Harvey’s relationship advice book, following several couples whose love lives are upended when the women start using Harvey’s guidance against the men.
  • D. The Business of Being a Woman
    "The Business of Being a Woman" is a 1912 nonfiction book by muckraking journalist Ida Tarbell that examines women’s roles, work, and social responsibilities in early 20th-century American society.
  • E. How to Talk Dirty and Influence People
    "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.
  • 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: Act Like a Lady, Think Like a Man
Triple: [Keith Merryman, basedOnWorkAdapted, Act Like a Lady, Think Like a Man]
Generated description
Act Like a Lady, Think Like a Man is a bestselling relationship advice book by comedian and television host Steve Harvey that offers men’s-perspective guidance to women on dating and love.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Act Like a Lady, Think Like a Man
Target entity description: Act Like a Lady, Think Like a Man is a bestselling relationship advice book by comedian and television host Steve Harvey that offers men’s-perspective guidance to women on dating and love.
  • A. Manhood: How to Be a Better Man—or Just Live with One
    Manhood: How to Be a Better Man—or Just Live with One is Terry Crews’s memoir and self-help book exploring masculinity, vulnerability, relationships, and personal growth.
  • B. What Women Want
    What Women Want is a 2000 romantic comedy film starring Mel Gibson and Helen Hunt about a chauvinistic advertising executive who gains the ability to hear women's thoughts.
  • C. Think Like a Man chosen
    Think Like a Man is a 2012 romantic comedy film based on Steve Harvey’s relationship advice book, following several couples whose love lives are upended when the women start using Harvey’s guidance against the men.
  • D. The Business of Being a Woman
    "The Business of Being a Woman" is a 1912 nonfiction book by muckraking journalist Ida Tarbell that examines women’s roles, work, and social responsibilities in early 20th-century American society.
  • E. How to Talk Dirty and Influence People
    "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.
  • F. None of above.

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_69c688058d6881908c19b309cc55dbfa completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae22442081909bd6e2ba0091c56b completed March 27, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb90ffd48190996a64d79f516e2c completed March 27, 2026, 6:25 p.m.
NEDg Description generation batch_69c6cd05c54c81908bb612e7976bd10a completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6cdc3ea7c8190b63e9a19721fea80 completed March 27, 2026, 6:34 p.m.
Created at: March 27, 2026, 1:52 p.m.