Triple

T5822906
Position Surface form Disambiguated ID Type / Status
Subject Miss Congeniality 2: Armed and Fabulous E129151 entity
Predicate castMember P1668 FINISHED
Object Heather Burns
Heather Burns is an American actress best known for her comedic supporting roles in films such as "Miss Congeniality" and "You've Got Mail."
E669577 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: Heather Burns | Statement: [Miss Congeniality 2: Armed and Fabulous, castMember, Heather Burns]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heather Burns
Context triple: [Miss Congeniality 2: Armed and Fabulous, castMember, Heather Burns]
  • A. Heather Persons
    Heather Persons is a film editor best known for her work on the independent comedy-drama "Sunshine Cleaning."
  • B. Heather Gibson
    Heather Gibson is known as the wife of the late British actor Richard Griffiths, acclaimed for his roles in film, television, and theatre.
  • C. Heather Thomas
    Heather Thomas is an American actress, author, and former television personality best known for her role as Jody Banks on the 1980s TV series "The Fall Guy."
  • D. Megan Burns
    Megan Burns is a British actress best known for her role as Hannah in the post-apocalyptic horror film "28 Days Later."
  • E. Shannon Doughton
    Shannon Doughton is a musician best known as a principal performer associated with the band Pod.
  • 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: Heather Burns
Triple: [Miss Congeniality 2: Armed and Fabulous, castMember, Heather Burns]
Generated description
Heather Burns is an American actress best known for her comedic supporting roles in films such as "Miss Congeniality" and "You've Got Mail."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heather Burns
Target entity description: Heather Burns is an American actress best known for her comedic supporting roles in films such as "Miss Congeniality" and "You've Got Mail."
  • A. Heather Persons
    Heather Persons is a film editor best known for her work on the independent comedy-drama "Sunshine Cleaning."
  • B. Heather Gibson
    Heather Gibson is known as the wife of the late British actor Richard Griffiths, acclaimed for his roles in film, television, and theatre.
  • C. Heather Thomas
    Heather Thomas is an American actress, author, and former television personality best known for her role as Jody Banks on the 1980s TV series "The Fall Guy."
  • D. Megan Burns
    Megan Burns is a British actress best known for her role as Hannah in the post-apocalyptic horror film "28 Days Later."
  • E. Shannon Doughton
    Shannon Doughton is a musician best known as a principal performer associated with the band Pod.
  • 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_69c845c232188190a3391ce5159f49bb completed March 28, 2026, 9:18 p.m.
NEDg Description generation batch_69c846d0b1348190bc2bf23e75c535a9 completed March 28, 2026, 9:23 p.m.
NED2 Entity disambiguation (via description) batch_69c84748b8988190b4f85c253ea9e403 completed March 28, 2026, 9:25 p.m.
Created at: March 22, 2026, 3:53 p.m.