Triple

T5822914
Position Surface form Disambiguated ID Type / Status
Subject Miss Congeniality 2: Armed and Fabulous E129151 entity
Predicate character P662 FINISHED
Object Cheryl Frasier
Cheryl Frasier is a sweet-natured, somewhat naive beauty pageant contestant and close friend of FBI agent Gracie Hart in the Miss Congeniality film series.
E663175 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: Cheryl Frasier | Statement: [Miss Congeniality 2: Armed and Fabulous, character, Cheryl Frasier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cheryl Frasier
Context triple: [Miss Congeniality 2: Armed and Fabulous, character, Cheryl Frasier]
  • A. Cheryl Johnson
    Cheryl Johnson is the wife of American sportscaster Ernie Johnson Jr., known for her long-standing support of his broadcasting career and their family.
  • B. Carole Penny Marshall
    Carole Penny Marshall was an American actress, director, and producer best known for starring in the sitcom "Laverne & Shirley" and directing hit films such as "Big" and "A League of Their Own."
  • C. Donna Frye
    Donna Frye is an American politician and environmental activist best known for her reform efforts and high-profile role in San Diego city politics.
  • D. Cheryl Kennedy
    Cheryl Kennedy is a British actress known for her work in theatre and television, and for her former marriage to actor Tom Courtenay.
  • E. Brenda Walsh
    Brenda Walsh is a central teenage character from the 1990s television drama "Beverly Hills, 90210," known for her complex relationships, family dynamics, and coming-of-age storylines.
  • 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: Cheryl Frasier
Triple: [Miss Congeniality 2: Armed and Fabulous, character, Cheryl Frasier]
Generated description
Cheryl Frasier is a sweet-natured, somewhat naive beauty pageant contestant and close friend of FBI agent Gracie Hart in the Miss Congeniality film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cheryl Frasier
Target entity description: Cheryl Frasier is a sweet-natured, somewhat naive beauty pageant contestant and close friend of FBI agent Gracie Hart in the Miss Congeniality film series.
  • A. Cheryl Johnson
    Cheryl Johnson is the wife of American sportscaster Ernie Johnson Jr., known for her long-standing support of his broadcasting career and their family.
  • B. Carole Penny Marshall
    Carole Penny Marshall was an American actress, director, and producer best known for starring in the sitcom "Laverne & Shirley" and directing hit films such as "Big" and "A League of Their Own."
  • C. Donna Frye
    Donna Frye is an American politician and environmental activist best known for her reform efforts and high-profile role in San Diego city politics.
  • D. Cheryl Kennedy
    Cheryl Kennedy is a British actress known for her work in theatre and television, and for her former marriage to actor Tom Courtenay.
  • E. Brenda Walsh
    Brenda Walsh is a central teenage character from the 1990s television drama "Beverly Hills, 90210," known for her complex relationships, family dynamics, and coming-of-age storylines.
  • 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_69c0084869e881908d7859492183ca7b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0341715bc81909568b00ccc79869d completed March 22, 2026, 6:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81e93671481909555acbc8a712930 completed March 28, 2026, 6:31 p.m.
NEDg Description generation batch_69c81fd379cc81908b52c45fddea9870 completed March 28, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69c8209b7fa48190aea45a6b21ad8de1 completed March 28, 2026, 6:40 p.m.
Created at: March 22, 2026, 3:53 p.m.