Triple

T396716
Position Surface form Disambiguated ID Type / Status
Subject Charlize Theron E8998 entity
Predicate notableRole P22 FINISHED
Object Lorraine Broughton in Atomic Blonde
Lorraine Broughton in Atomic Blonde is a highly skilled, brutally efficient MI6 spy navigating Cold War Berlin in the stylish, action-packed thriller "Atomic Blonde."
E50485 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: Lorraine Broughton in Atomic Blonde | Statement: [Charlize Theron, notableRole, Lorraine Broughton in Atomic Blonde]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lorraine Broughton in Atomic Blonde
Context triple: [Charlize Theron, notableRole, Lorraine Broughton in Atomic Blonde]
  • A. Miranda Otto
    Miranda Otto is an Australian actress best known for playing Éowyn in Peter Jackson’s The Lord of the Rings film trilogy.
  • B. Carmen Ejogo
    Carmen Ejogo is a British actress and singer known for her versatile film and television roles, including her acclaimed portrayal of Coretta Scott King in the historical drama "Selma."
  • C. Rachel Constantine
    Rachel Constantine is a key political figure in Carl Sagan’s science fiction novel and film "Contact," serving as a high-ranking U.S. government official involved in managing humanity’s response to extraterrestrial contact.
  • D. Eve Best
    Eve Best is an English actress known for her acclaimed work on stage and screen, including prominent roles in television series like "Nurse Jackie" and "House of the Dragon."
  • E. Joanna Blunt
    Joanna Blunt is the mother of British actress Emily Blunt and a member of the Blunt family connected to the entertainment industry.
  • 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: Lorraine Broughton in Atomic Blonde
Triple: [Charlize Theron, notableRole, Lorraine Broughton in Atomic Blonde]
Generated description
Lorraine Broughton in Atomic Blonde is a highly skilled, brutally efficient MI6 spy navigating Cold War Berlin in the stylish, action-packed thriller "Atomic Blonde."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lorraine Broughton in Atomic Blonde
Target entity description: Lorraine Broughton in Atomic Blonde is a highly skilled, brutally efficient MI6 spy navigating Cold War Berlin in the stylish, action-packed thriller "Atomic Blonde."
  • A. Miranda Otto
    Miranda Otto is an Australian actress best known for playing Éowyn in Peter Jackson’s The Lord of the Rings film trilogy.
  • B. Carmen Ejogo
    Carmen Ejogo is a British actress and singer known for her versatile film and television roles, including her acclaimed portrayal of Coretta Scott King in the historical drama "Selma."
  • C. Rachel Constantine
    Rachel Constantine is a key political figure in Carl Sagan’s science fiction novel and film "Contact," serving as a high-ranking U.S. government official involved in managing humanity’s response to extraterrestrial contact.
  • D. Eve Best
    Eve Best is an English actress known for her acclaimed work on stage and screen, including prominent roles in television series like "Nurse Jackie" and "House of the Dragon."
  • E. Joanna Blunt
    Joanna Blunt is the mother of British actress Emily Blunt and a member of the Blunt family connected to the entertainment industry.
  • 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_69a2e7f55c60819097aff65ea2ca2832 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec8a941081909a152fda0ce24a98 completed Feb. 28, 2026, 1:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a40ad7ebec8190a0a4ee16b20cea57 completed March 1, 2026, 9:46 a.m.
NEDg Description generation batch_69a40cc295e88190b4adb738b0ba8161 completed March 1, 2026, 9:54 a.m.
NED2 Entity disambiguation (via description) batch_69a40d4137c48190a00522b114096bd5 completed March 1, 2026, 9:56 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.