Triple
T13791520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Straight Talk, No Chaser |
E331408
|
entity |
| Predicate | follows |
P134
|
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 women insights into how men think about love, relationships, and commitment.
|
E1061195
|
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: [Straight Talk, No Chaser, follows, 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: [Straight Talk, No Chaser, follows, 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.
The Love Expert
"The Love Expert" is a 1920 silent romantic comedy film starring Constance Talmadge, known for its lighthearted take on love and social conventions.
- 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: [Straight Talk, No Chaser, follows, 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 women insights into how men think about love, relationships, and commitment.
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 women insights into how men think about love, relationships, and commitment.
-
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.
The Love Expert
"The Love Expert" is a 1920 silent romantic comedy film starring Constance Talmadge, known for its lighthearted take on love and social conventions.
- 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_69d81c58feb08190a77bca8bf7d6d20f |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de0258a1408190a837d17c6d6a2bd4 |
completed | April 14, 2026, 9:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b0817bd88190a46e539f2ff24d83 |
completed | May 3, 2026, 8:30 p.m. |
| NEDg | Description generation | batch_69f7b14fe1cc8190b1a5f6f0e80b7e39 |
completed | May 3, 2026, 8:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7b20f67048190a641527353e3ff43 |
completed | May 3, 2026, 8:37 p.m. |
Created at: April 9, 2026, 10:11 p.m.