Triple

T3379384
Position Surface form Disambiguated ID Type / Status
Subject Mark O'Brien E71143 entity
Predicate hasRole P161 FINISHED
Object Officer Sullivan in Bad Times at the El Royale
Officer Sullivan is a supporting law enforcement character in the neo-noir thriller film "Bad Times at the El Royale."
E352431 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: Officer Sullivan in Bad Times at the El Royale | Statement: [Mark O'Brien, hasRole, Officer Sullivan in Bad Times at the El Royale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Officer Sullivan in Bad Times at the El Royale
Context triple: [Mark O'Brien, hasRole, Officer Sullivan in Bad Times at the El Royale]
  • A. U.S. Marshal
    A U.S. Marshal is a federal law enforcement officer responsible for duties such as protecting the federal judiciary, transporting prisoners, and apprehending fugitives.
  • B. Detective Riley
    Detective Riley is a supporting police investigator character in the 2016 psychological thriller film "The Girl on the Train," involved in unraveling the central mystery.
  • C. Callahan
    Callahan is a surname most notably associated with American singer-songwriter Bill Callahan, known for his introspective and minimalist folk music.
  • D. ATF agent Ray Nicolet
    ATF agent Ray Nicolet is a fictional federal law enforcement officer who appears in Elmore Leonard’s crime novel "Rum Punch" and its film adaptation "Jackie Brown," often portrayed as a somewhat slick and opportunistic investigator.
  • E. Sam Grant
    Sam Grant is a nickname for Ulysses S. Grant, the 18th president of the United States and commanding Union general during the American Civil War.
  • 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: Officer Sullivan in Bad Times at the El Royale
Triple: [Mark O'Brien, hasRole, Officer Sullivan in Bad Times at the El Royale]
Generated description
Officer Sullivan is a supporting law enforcement character in the neo-noir thriller film "Bad Times at the El Royale."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Officer Sullivan in Bad Times at the El Royale
Target entity description: Officer Sullivan is a supporting law enforcement character in the neo-noir thriller film "Bad Times at the El Royale."
  • A. U.S. Marshal
    A U.S. Marshal is a federal law enforcement officer responsible for duties such as protecting the federal judiciary, transporting prisoners, and apprehending fugitives.
  • B. Detective Riley
    Detective Riley is a supporting police investigator character in the 2016 psychological thriller film "The Girl on the Train," involved in unraveling the central mystery.
  • C. Callahan
    Callahan is a surname most notably associated with American singer-songwriter Bill Callahan, known for his introspective and minimalist folk music.
  • D. ATF agent Ray Nicolet
    ATF agent Ray Nicolet is a fictional federal law enforcement officer who appears in Elmore Leonard’s crime novel "Rum Punch" and its film adaptation "Jackie Brown," often portrayed as a somewhat slick and opportunistic investigator.
  • E. Sam Grant
    Sam Grant is a nickname for Ulysses S. Grant, the 18th president of the United States and commanding Union general during the American Civil War.
  • 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_69ad85a7f80c8190a05e43013f298942 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb2ec38d88190be8c824daeca5ab6 completed March 8, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3344c0698819082d856d8be7f2c18 completed March 12, 2026, 9:46 p.m.
NEDg Description generation batch_69b334e661ac8190b8ff974c9568caf8 completed March 12, 2026, 9:49 p.m.
NED2 Entity disambiguation (via description) batch_69b3354fe7748190a0324551d1a8bc1b completed March 12, 2026, 9:51 p.m.
Created at: March 8, 2026, 3:14 p.m.