Triple

T10240639
Position Surface form Disambiguated ID Type / Status
Subject Natalie Desselle E243579 entity
Predicate notableWork P4 FINISHED
Object 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.
E853457 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 Be a Player | Statement: [Natalie Desselle, notableWork, How to Be a Player]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How to Be a Player
Context triple: [Natalie Desselle, notableWork, How to Be a Player]
  • A. The Pick-up Artist
    The Pick-up Artist is a 1987 romantic comedy film starring Molly Ringwald and Robert Downey Jr., centered on a smooth-talking womanizer whose life changes when he falls for an independent young woman.
  • B. The Rules of Attraction
    The Rules of Attraction is a darkly comedic 2002 film adaptation of Bret Easton Ellis’s novel, following the tangled romantic and sexual lives of college students at a liberal arts school.
  • C. Master of the Game
    Master of the Game is a bestselling thriller novel by Sidney Sheldon that follows the ruthless rise and power struggles of a wealthy family across generations.
  • D. The Winner Within
    The Winner Within is a motivational book by former Los Angeles Lakers coach Pat Riley that distills leadership and team-building lessons from his NBA championship experiences.
  • E. My Hustler
    My Hustler is a 1965 underground film by Andy Warhol that explores voyeurism and sexual desire through long, static takes and improvised dialogue on Fire Island.
  • 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 Be a Player
Triple: [Natalie Desselle, notableWork, How to Be a Player]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How to Be a Player
Target entity description: 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.
  • A. The Pick-up Artist
    The Pick-up Artist is a 1987 romantic comedy film starring Molly Ringwald and Robert Downey Jr., centered on a smooth-talking womanizer whose life changes when he falls for an independent young woman.
  • B. The Rules of Attraction
    The Rules of Attraction is a darkly comedic 2002 film adaptation of Bret Easton Ellis’s novel, following the tangled romantic and sexual lives of college students at a liberal arts school.
  • C. Master of the Game
    Master of the Game is a bestselling thriller novel by Sidney Sheldon that follows the ruthless rise and power struggles of a wealthy family across generations.
  • D. The Winner Within
    The Winner Within is a motivational book by former Los Angeles Lakers coach Pat Riley that distills leadership and team-building lessons from his NBA championship experiences.
  • E. My Hustler
    My Hustler is a 1965 underground film by Andy Warhol that explores voyeurism and sexual desire through long, static takes and improvised dialogue on Fire Island.
  • 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_69d381b0f97c819085c9b45799a5fb7c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d21e27f08190b956d351a75c7c52 completed April 7, 2026, 9:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f780c7808190993e7c37cb4d18a3 completed April 9, 2026, 12:49 a.m.
NEDg Description generation batch_69d6fa2f7a848190a9de5de4d0f3f110 completed April 9, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69d6fcbab3ec8190ade1c0223c22ad58 completed April 9, 2026, 1:11 a.m.
Created at: April 6, 2026, 11:24 a.m.