Triple

T22189913
Position Surface form Disambiguated ID Type / Status
Subject Miss Congeniality 2: Armed and Fabulous E548390 entity
Predicate leadActorRole P5563 FINISHED
Object Sandra Bullock as Gracie Hart
Sandra Bullock as Gracie Hart is the tough yet endearingly awkward FBI agent-turned-reluctant beauty queen whose comedic undercover work drives the Miss Congeniality films.
E1524656 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: Sandra Bullock as Gracie Hart | Statement: [Miss Congeniality 2: Armed and Fabulous, leadActorRole, Sandra Bullock as Gracie Hart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sandra Bullock as Gracie Hart
Context triple: [Miss Congeniality 2: Armed and Fabulous, leadActorRole, Sandra Bullock as Gracie Hart]
  • A. Sandra Bullock as Margaret Tate
    Sandra Bullock as Margaret Tate is the driven, high-powered book editor whose sham engagement to her assistant sparks the central romantic and comedic conflicts in the film "The Proposal."
  • B. Sandra Bullock as Angela Bennett
    Sandra Bullock as Angela Bennett is the lead character in the 1995 techno-thriller "The Net," a reclusive computer analyst whose identity is erased and life endangered by cybercriminals.
  • C. Sandra Bullock as Sarah Ashburn
    Sandra Bullock as Sarah Ashburn is a tightly wound, by-the-book FBI Special Agent whose uptight demeanor and sharp wit drive much of the buddy-cop comedy in the film "The Heat."
  • D. Amy Adams as Camille Preaker
    Amy Adams as Camille Preaker is the critically acclaimed lead performance in the HBO miniseries "Sharp Objects," where she plays a troubled journalist confronting her traumatic past while investigating a series of murders in her hometown.
  • E. Amy Adams as Anna Brady
    Amy Adams as Anna Brady is the romantic-comedy heroine of "Leap Year," a determined American woman who travels to Ireland to propose to her boyfriend, only to find unexpected love along the way.
  • 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: Sandra Bullock as Gracie Hart
Triple: [Miss Congeniality 2: Armed and Fabulous, leadActorRole, Sandra Bullock as Gracie Hart]
Generated description
Sandra Bullock as Gracie Hart is the tough yet endearingly awkward FBI agent-turned-reluctant beauty queen whose comedic undercover work drives the Miss Congeniality films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sandra Bullock as Gracie Hart
Target entity description: Sandra Bullock as Gracie Hart is the tough yet endearingly awkward FBI agent-turned-reluctant beauty queen whose comedic undercover work drives the Miss Congeniality films.
  • A. Sandra Bullock as Margaret Tate
    Sandra Bullock as Margaret Tate is the driven, high-powered book editor whose sham engagement to her assistant sparks the central romantic and comedic conflicts in the film "The Proposal."
  • B. Sandra Bullock as Angela Bennett
    Sandra Bullock as Angela Bennett is the lead character in the 1995 techno-thriller "The Net," a reclusive computer analyst whose identity is erased and life endangered by cybercriminals.
  • C. Sandra Bullock as Sarah Ashburn
    Sandra Bullock as Sarah Ashburn is a tightly wound, by-the-book FBI Special Agent whose uptight demeanor and sharp wit drive much of the buddy-cop comedy in the film "The Heat."
  • D. Amy Adams as Camille Preaker
    Amy Adams as Camille Preaker is the critically acclaimed lead performance in the HBO miniseries "Sharp Objects," where she plays a troubled journalist confronting her traumatic past while investigating a series of murders in her hometown.
  • E. Amy Adams as Anna Brady
    Amy Adams as Anna Brady is the romantic-comedy heroine of "Leap Year," a determined American woman who travels to Ireland to propose to her boyfriend, only to find unexpected love along the way.
  • 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_69e11e3e0c7c8190b30d278845e2497e completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12aac07d88190848c940863c0a0c7 completed April 28, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0aa60c29608190afef2bcae36e4c12 completed May 18, 2026, 5:39 a.m.
NEDg Description generation batch_6a0aa73b63008190955cdfc17063c405 completed May 18, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa7ab0d108190a907cba7075bddd8 completed May 18, 2026, 5:46 a.m.
Created at: April 16, 2026, 8:35 p.m.