Triple

T13109577
Position Surface form Disambiguated ID Type / Status
Subject The Heat E310934 entity
Predicate leadActorAsCharacter P1507 FINISHED
Object 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."
 E1021792 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 Sarah Ashburn | Statement: [The Heat, leadActorAsCharacter, Sandra Bullock as Sarah Ashburn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sandra Bullock as Sarah Ashburn
Context triple: [The Heat, leadActorAsCharacter, Sandra Bullock as Sarah Ashburn]
  • A. Jessica Chastain as Sara
    Jessica Chastain as Sara refers to the Oscar-winning American actress’s role as the fierce warrior and archer Sara in the fantasy film "The Huntsman: Winter’s War."
  • 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. Rose Byrne as Ellen Parsons
    Rose Byrne as Ellen Parsons is the ambitious, morally conflicted young attorney at the center of the legal thriller series "Damages," whose evolving relationship with mentor Patty Hewes drives much of the show's tension and drama.
  • D. Lucy Kelson – Sandra Bullock
    Lucy Kelson is the idealistic, overworked environmental lawyer portrayed by Sandra Bullock in the romantic comedy film "Two Weeks Notice."
  • E. Amy Adams as Amy Ellis
    Amy Adams as Amy Ellis refers to the supporting character played by actress Amy Adams in the romantic comedy film "The Wedding Date."
  • 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 Sarah Ashburn
Triple: [The Heat, leadActorAsCharacter, Sandra Bullock as Sarah Ashburn]
Generated description
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."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sandra Bullock as Sarah Ashburn
Target entity description: 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."
  • A. Jessica Chastain as Sara
    Jessica Chastain as Sara refers to the Oscar-winning American actress’s role as the fierce warrior and archer Sara in the fantasy film "The Huntsman: Winter’s War."
  • 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. Rose Byrne as Ellen Parsons
    Rose Byrne as Ellen Parsons is the ambitious, morally conflicted young attorney at the center of the legal thriller series "Damages," whose evolving relationship with mentor Patty Hewes drives much of the show's tension and drama.
  • D. Lucy Kelson – Sandra Bullock
    Lucy Kelson is the idealistic, overworked environmental lawyer portrayed by Sandra Bullock in the romantic comedy film "Two Weeks Notice."
  • E. Amy Adams as Amy Ellis
    Amy Adams as Amy Ellis refers to the supporting character played by actress Amy Adams in the romantic comedy film "The Wedding Date."
  • 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_69f6e40a13c8819084daf9b77b46a181 completed May 3, 2026, 5:58 a.m.
Created at: April 9, 2026, 9:05 p.m.