Triple

T13109575
Position Surface form Disambiguated ID Type / Status
Subject The Heat E310934 entity
Predicate portrays P264 FINISHED
Object FBI Special Agent Sarah Ashburn
FBI Special Agent Sarah Ashburn is the uptight, by-the-book federal investigator played by Sandra Bullock in the buddy cop comedy film "The Heat."
E1021519 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: FBI Special Agent Sarah Ashburn | Statement: [The Heat, portrays, FBI Special Agent Sarah Ashburn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FBI Special Agent Sarah Ashburn
Context triple: [The Heat, portrays, FBI Special Agent Sarah Ashburn]
  • A. Samantha Hobbs
    Samantha Hobbs is the young daughter of DSS agent Luke Hobbs in the Fast & Furious film franchise.
  • B. Detective Alexandra Eames
    Detective Alexandra Eames is a sharp, no-nonsense NYPD investigator on Law & Order: Criminal Intent, known for her keen instincts, dry wit, and steady partnership with Detective Robert Goren.
  • C. FBI Special Agent Adam Frawley
    FBI Special Agent Adam Frawley is a determined and relentless federal investigator in the crime thriller film "The Town," tasked with tracking down a crew of Boston bank robbers.
  • D. Bonnie Lisbon
    Bonnie Lisbon is one of the troubled Lisbon sisters whose inner life and tragic fate are central to the haunting coming-of-age story in "The Virgin Suicides."
  • E. Emily Prentiss
    Emily Prentiss is a seasoned FBI profiler known for her intelligence, resilience, and complex backstory on the crime drama series "Criminal Minds."
  • 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: FBI Special Agent Sarah Ashburn
Triple: [The Heat, portrays, FBI Special Agent Sarah Ashburn]
Generated description
FBI Special Agent Sarah Ashburn is the uptight, by-the-book federal investigator played by Sandra Bullock in the buddy cop comedy film "The Heat."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FBI Special Agent Sarah Ashburn
Target entity description: FBI Special Agent Sarah Ashburn is the uptight, by-the-book federal investigator played by Sandra Bullock in the buddy cop comedy film "The Heat."
  • A. Samantha Hobbs
    Samantha Hobbs is the young daughter of DSS agent Luke Hobbs in the Fast & Furious film franchise.
  • B. Detective Alexandra Eames
    Detective Alexandra Eames is a sharp, no-nonsense NYPD investigator on Law & Order: Criminal Intent, known for her keen instincts, dry wit, and steady partnership with Detective Robert Goren.
  • C. FBI Special Agent Adam Frawley
    FBI Special Agent Adam Frawley is a determined and relentless federal investigator in the crime thriller film "The Town," tasked with tracking down a crew of Boston bank robbers.
  • D. Bonnie Lisbon
    Bonnie Lisbon is one of the troubled Lisbon sisters whose inner life and tragic fate are central to the haunting coming-of-age story in "The Virgin Suicides."
  • E. Emily Prentiss
    Emily Prentiss is a seasoned FBI profiler known for her intelligence, resilience, and complex backstory on the crime drama series "Criminal Minds."
  • 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_69f6e27bd8fc8190a81130b7cb3a8bd8 completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e37023d48190ba6a0b790ed23370 completed May 3, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69f6e407dd988190b928b8931985a815 completed May 3, 2026, 5:58 a.m.
Created at: April 9, 2026, 9:05 p.m.