Triple

T14805402
Position Surface form Disambiguated ID Type / Status
Subject Mission: Impossible 2 E348020 entity
Predicate character P662 FINISHED
Object Sean Ambrose
Sean Ambrose is the primary antagonist in Mission: Impossible 2, a rogue IMF agent who turns against his former organization for personal gain.
 E1121303 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: Sean Ambrose | Statement: [Mission: Impossible 2, character, Sean Ambrose]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sean Ambrose
Context triple: [Mission: Impossible 2, character, Sean Ambrose]
  • A. Mike McMahan
    Mike McMahan is an American television writer and producer best known for his work on animated series such as Solar Opposites and Star Trek: Lower Decks.
  • B. John Garrett (MCU)
    John Garrett (MCU) is a former S.H.I.E.L.D. agent turned cybernetically enhanced HYDRA operative and primary antagonist in Marvel's Agents of S.H.I.E.L.D.
  • C. Michael Marino
    Michael Marino is one of the sons of Pro Football Hall of Fame quarterback Dan Marino.
  • D. Trajan Weaver
    Trajan Weaver is the son of American television executive Sylvester "Pat" Weaver, who was a pioneering figure in the early days of network TV.
  • E. Chris Barnes
    Chris Barnes is an American actor best known for his role as the young son Charlie in the television sitcom "Life with Bonnie."
  • 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: Sean Ambrose
Triple: [Mission: Impossible 2, character, Sean Ambrose]
Generated description
Sean Ambrose is the primary antagonist in Mission: Impossible 2, a rogue IMF agent who turns against his former organization for personal gain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sean Ambrose
Target entity description: Sean Ambrose is the primary antagonist in Mission: Impossible 2, a rogue IMF agent who turns against his former organization for personal gain.
  • A. Mike McMahan
    Mike McMahan is an American television writer and producer best known for his work on animated series such as Solar Opposites and Star Trek: Lower Decks.
  • B. John Garrett (MCU)
    John Garrett (MCU) is a former S.H.I.E.L.D. agent turned cybernetically enhanced HYDRA operative and primary antagonist in Marvel's Agents of S.H.I.E.L.D.
  • C. Michael Marino
    Michael Marino is one of the sons of Pro Football Hall of Fame quarterback Dan Marino.
  • D. Trajan Weaver
    Trajan Weaver is the son of American television executive Sylvester "Pat" Weaver, who was a pioneering figure in the early days of network TV.
  • E. Chris Barnes
    Chris Barnes is an American actor best known for his role as the young son Charlie in the television sitcom "Life with Bonnie."
  • 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_69d822ea8b7c819097dfadf3d45545e6 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decf32666081908e84f985c47eb963 completed April 14, 2026, 11:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe24c6b3008190a0fac1dace40361a completed May 8, 2026, 6 p.m.
NEDg Description generation batch_69fe2d9c08d0819094d3affc082f4f8a completed May 8, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_69fe2e0b3514819097f2d9d63cb6a143 completed May 8, 2026, 6:40 p.m.
Created at: April 10, 2026, 1:34 a.m.