Triple

T13109573
Position Surface form Disambiguated ID Type / Status
Subject The Heat E310934 entity
Predicate character P662 FINISHED
Object Sarah Ashburn
Sarah Ashburn is a tightly wound, by-the-book FBI Special Agent portrayed by Sandra Bullock in the buddy cop comedy film "The Heat."
E1029206 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: Sarah Ashburn | Statement: [The Heat, character, Sarah Ashburn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sarah Ashburn
Context triple: [The Heat, character, Sarah Ashburn]
  • A. Amy Ashwood
    Amy Ashwood was a Jamaican Pan-Africanist, feminist, and co-founder of the Universal Negro Improvement Association alongside Marcus Garvey.
  • B. Sarah Winston
    Sarah Winston was a colonial American woman best known as the mother of Founding Father and second U.S. President John Adams.
  • C. Elizabeth Bartlett
    Elizabeth Bartlett was the wife of American Revolutionary War general Peleg Wadsworth and the matriarch of a prominent New England family that included poet Henry Wadsworth Longfellow.
  • D. Arabella D. Worsham
    Arabella D. Worsham was a prominent 19th-century New York socialite and art collector who rose from modest origins to become a leading figure in Gilded Age high society.
  • E. Annis Stockton
    Annis Stockton was an 18th-century American poet and prominent New Jersey social figure known for her patriotic verse during the Revolutionary era.
  • 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: Sarah Ashburn
Triple: [The Heat, character, Sarah Ashburn]
Generated description
Sarah Ashburn is a tightly wound, by-the-book FBI Special Agent portrayed by Sandra Bullock in the buddy cop comedy film "The Heat."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sarah Ashburn
Target entity description: Sarah Ashburn is a tightly wound, by-the-book FBI Special Agent portrayed by Sandra Bullock in the buddy cop comedy film "The Heat."
  • A. Amy Ashwood
    Amy Ashwood was a Jamaican Pan-Africanist, feminist, and co-founder of the Universal Negro Improvement Association alongside Marcus Garvey.
  • B. Sarah Winston
    Sarah Winston was a colonial American woman best known as the mother of Founding Father and second U.S. President John Adams.
  • C. Elizabeth Bartlett
    Elizabeth Bartlett was the wife of American Revolutionary War general Peleg Wadsworth and the matriarch of a prominent New England family that included poet Henry Wadsworth Longfellow.
  • D. Arabella D. Worsham
    Arabella D. Worsham was a prominent 19th-century New York socialite and art collector who rose from modest origins to become a leading figure in Gilded Age high society.
  • E. Annis Stockton
    Annis Stockton was an 18th-century American poet and prominent New Jersey social figure known for her patriotic verse during the Revolutionary era.
  • 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9817ce07881909ec552bf861ac175 completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff07c7948190b4728e0e24b4cd76 completed May 3, 2026, 7:53 a.m.
NEDg Description generation batch_69f702263edc8190ad775eb876837296 completed May 3, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69f7031a4490819081da260edd969ee8 completed May 3, 2026, 8:11 a.m.
Created at: April 9, 2026, 9:05 p.m.