Triple

T12877189
Position Surface form Disambiguated ID Type / Status
Subject Gina Gershon E307998 entity
Predicate notableWork P4 FINISHED
Object Showgirls 2: Penny's from Heaven
Showgirls 2: Penny's from Heaven is a low-budget, campy, direct-to-video sequel to the 1995 cult film Showgirls, written, directed by, and starring Rena Riffel.
 E1006436 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: Showgirls 2: Penny's from Heaven | Statement: [Gina Gershon, notableWork, Showgirls 2: Penny's from Heaven]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Showgirls 2: Penny's from Heaven
Context triple: [Gina Gershon, notableWork, Showgirls 2: Penny's from Heaven]
  • A. Showgirls: The Musical
    Showgirls: The Musical is a stage adaptation of the cult 1995 film "Showgirls," reimagined as a campy, satirical musical comedy.
  • B. Showgirls
    Showgirls is a 1995 erotic drama film directed by Paul Verhoeven that follows an ambitious drifter’s ruthless rise through the Las Vegas strip-club and showgirl scene.
  • C. The Girlie Show
    The Girlie Show is the fictional sketch-comedy television program at the center of the sitcom 30 Rock, serving as the workplace backdrop for Liz Lemon and her colleagues.
  • D. The Lives and Loves of a She-Devil
    The Lives and Loves of a She-Devil is a darkly comic British television drama, adapted from Fay Weldon’s novel, about a betrayed housewife who undertakes an elaborate revenge on her unfaithful husband and his lover.
  • E. The Dirtiest Show in Town
    The Dirtiest Show in Town is a satirical, sexually explicit 1970s off-Broadway musical revue known for its provocative humor and social commentary.
  • 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: Showgirls 2: Penny's from Heaven
Triple: [Gina Gershon, notableWork, Showgirls 2: Penny's from Heaven]
Generated description
Showgirls 2: Penny's from Heaven is a low-budget, campy, direct-to-video sequel to the 1995 cult film Showgirls, written, directed by, and starring Rena Riffel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Showgirls 2: Penny's from Heaven
Target entity description: Showgirls 2: Penny's from Heaven is a low-budget, campy, direct-to-video sequel to the 1995 cult film Showgirls, written, directed by, and starring Rena Riffel.
  • A. Showgirls: The Musical
    Showgirls: The Musical is a stage adaptation of the cult 1995 film "Showgirls," reimagined as a campy, satirical musical comedy.
  • B. Showgirls
    Showgirls is a 1995 erotic drama film directed by Paul Verhoeven that follows an ambitious drifter’s ruthless rise through the Las Vegas strip-club and showgirl scene.
  • C. The Girlie Show
    The Girlie Show is the fictional sketch-comedy television program at the center of the sitcom 30 Rock, serving as the workplace backdrop for Liz Lemon and her colleagues.
  • D. The Lives and Loves of a She-Devil
    The Lives and Loves of a She-Devil is a darkly comic British television drama, adapted from Fay Weldon’s novel, about a betrayed housewife who undertakes an elaborate revenge on her unfaithful husband and his lover.
  • E. The Dirtiest Show in Town
    The Dirtiest Show in Town is a satirical, sexually explicit 1970s off-Broadway musical revue known for its provocative humor and social commentary.
  • 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_69d7bdf69bc48190af6c2621f28ca351 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d970fa8474819086a8af3c90f3ca84 completed April 10, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69bb83bac8190838f7537b806317c completed May 3, 2026, 12:50 a.m.
NEDg Description generation batch_69f69cc6fa84819093a4317ab355f62b completed May 3, 2026, 12:54 a.m.
NED2 Entity disambiguation (via description) batch_69f69d845a9081909b40562825c1c500 completed May 3, 2026, 12:57 a.m.
Created at: April 9, 2026, 5:38 p.m.