Triple

T17031078
Position Surface form Disambiguated ID Type / Status
Subject Larry Flynt E413193 entity
Predicate child P120 FINISHED
Object Tonya Flynt
Tonya Flynt is the daughter of Hustler publisher Larry Flynt, known for her outspoken criticism of her father's pornography empire and her work as an anti-pornography activist.
E1247892 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: Tonya Flynt | Statement: [Larry Flynt, child, Tonya Flynt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tonya Flynt
Context triple: [Larry Flynt, child, Tonya Flynt]
  • A. Kathy Flynt
    Kathy Flynt is known as the wife of Larry Flynt, the controversial American publisher and founder of Hustler magazine.
  • B. Anne Spitzer
    Anne Spitzer is an American philanthropist and educator best known as the namesake and benefactor of the Bernard and Anne Spitzer School of Architecture at the City College of New York.
  • C. Jeannie Moore
    Jeannie Moore is best known as the first wife of American actor Ernie Hudson, recognized for his role in the "Ghostbusters" film series.
  • D. Cheryl Tiegs
    Cheryl Tiegs is an American model and actress widely regarded as one of the first supermodels, known for her influential appearances in Sports Illustrated Swimsuit Issues and other major fashion campaigns.
  • E. Constance Towers
    Constance Towers is an American actress and singer known for her work in film, television, and on Broadway, including notable roles in "The Naked Kiss" and the soap opera "General Hospital."
  • 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: Tonya Flynt
Triple: [Larry Flynt, child, Tonya Flynt]
Generated description
Tonya Flynt is the daughter of Hustler publisher Larry Flynt, known for her outspoken criticism of her father's pornography empire and her work as an anti-pornography activist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tonya Flynt
Target entity description: Tonya Flynt is the daughter of Hustler publisher Larry Flynt, known for her outspoken criticism of her father's pornography empire and her work as an anti-pornography activist.
  • A. Kathy Flynt
    Kathy Flynt is known as the wife of Larry Flynt, the controversial American publisher and founder of Hustler magazine.
  • B. Anne Spitzer
    Anne Spitzer is an American philanthropist and educator best known as the namesake and benefactor of the Bernard and Anne Spitzer School of Architecture at the City College of New York.
  • C. Jeannie Moore
    Jeannie Moore is best known as the first wife of American actor Ernie Hudson, recognized for his role in the "Ghostbusters" film series.
  • D. Cheryl Tiegs
    Cheryl Tiegs is an American model and actress widely regarded as one of the first supermodels, known for her influential appearances in Sports Illustrated Swimsuit Issues and other major fashion campaigns.
  • E. Constance Towers
    Constance Towers is an American actress and singer known for her work in film, television, and on Broadway, including notable roles in "The Naked Kiss" and the soap opera "General Hospital."
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d5d9e7d481909d3d5bd241bd68f1 completed April 18, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012336cfd481909f93c6ea7c94b49f completed May 11, 2026, 12:30 a.m.
NEDg Description generation batch_6a01259ebc748190a9ba5b1ccfb13210 completed May 11, 2026, 12:41 a.m.
NED2 Entity disambiguation (via description) batch_6a0125fed58881909218c7534f9dc8c8 completed May 11, 2026, 12:42 a.m.
Created at: April 10, 2026, 5:33 a.m.