Triple

T8766444
Position Surface form Disambiguated ID Type / Status
Subject Thank You for Smoking E208349 entity
Predicate character P662 FINISHED
Object Heather Holloway
Heather Holloway is a seductive and ambitious investigative journalist in the satirical film "Thank You for Smoking," who becomes entangled with tobacco lobbyist Nick Naylor while pursuing a career-making exposé.
E766965 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 Holloway | Statement: [Thank You for Smoking, character, Heather Holloway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heather Holloway
Context triple: [Thank You for Smoking, character, Heather Holloway]
  • A. Heather DeLoach
    Heather DeLoach is an American actress best known for playing the iconic "bee girl" in Blind Melon's "No Rain" music video.
  • B. 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."
  • C. Courtney Eaton
    Courtney Eaton is an Australian actress and model best known for her roles in action and fantasy films such as "Mad Max: Fury Road" and "Gods of Egypt."
  • D. Heather Titus
    Heather Titus is the wife of Levi Sanders, the son of U.S. Senator Bernie Sanders.
  • E. Heather Ogden
    Heather Ogden is a celebrated Canadian ballet dancer and longtime principal with the National Ballet of Canada, renowned for her artistry, musicality, and leading roles in both classical and contemporary works.
  • 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 Holloway
Triple: [Thank You for Smoking, character, Heather Holloway]
Generated description
Heather Holloway is a seductive and ambitious investigative journalist in the satirical film "Thank You for Smoking," who becomes entangled with tobacco lobbyist Nick Naylor while pursuing a career-making exposé.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heather Holloway
Target entity description: Heather Holloway is a seductive and ambitious investigative journalist in the satirical film "Thank You for Smoking," who becomes entangled with tobacco lobbyist Nick Naylor while pursuing a career-making exposé.
  • A. Heather DeLoach
    Heather DeLoach is an American actress best known for playing the iconic "bee girl" in Blind Melon's "No Rain" music video.
  • B. 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."
  • C. Courtney Eaton
    Courtney Eaton is an Australian actress and model best known for her roles in action and fantasy films such as "Mad Max: Fury Road" and "Gods of Egypt."
  • D. Heather Titus
    Heather Titus is the wife of Levi Sanders, the son of U.S. Senator Bernie Sanders.
  • E. Heather Ogden
    Heather Ogden is a celebrated Canadian ballet dancer and longtime principal with the National Ballet of Canada, renowned for her artistry, musicality, and leading roles in both classical and contemporary works.
  • 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_69ca835df7e08190ac875664cca8f9ca completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5ee97fd0819087ef8fe14b37ae43 completed March 31, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69cfba0022748190a89322201abe2cf8 completed April 3, 2026, 1 p.m.
NEDg Description generation batch_69cfbdb9a1448190a654bf5e3e6803bd completed April 3, 2026, 1:16 p.m.
NED2 Entity disambiguation (via description) batch_69cfbe272380819088d5fc66a814f08b completed April 3, 2026, 1:18 p.m.
Created at: March 30, 2026, 6:41 p.m.