Triple

T11804956
Position Surface form Disambiguated ID Type / Status
Subject Marvel One-Shot: Agent Carter E280721 entity
Predicate director P255 FINISHED
Object Louis D'Esposito
Louis D'Esposito is an American film producer and director best known as a longtime Marvel Studios executive and frequent producer of Marvel Cinematic Universe films.
 E948000 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: Louis D'Esposito | Statement: [Marvel One-Shot: Agent Carter, director, Louis D'Esposito]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Louis D'Esposito
Context triple: [Marvel One-Shot: Agent Carter, director, Louis D'Esposito]
  • A. Lou Romano
    Lou Romano is an American animator, art director, and voice actor best known for his work with Pixar, including voicing the character Alfredo Linguini in the film "Ratatouille."
  • B. Tony D'Amato
    Tony D'Amato is the hard-driving, old-school head coach of the fictional Miami Sharks football team in the film "Any Given Sunday," portrayed by Al Pacino.
  • C. John Panozzo
    John Panozzo was an American drummer best known as a founding member of the rock band Styx.
  • D. Lou Pardini
    Lou Pardini is an American singer, songwriter, and keyboardist best known for his work in jazz, R&B, and rock, including a notable tenure with the band Chicago.
  • E. Lou DeMattei
    Lou DeMattei is an American tax attorney best known as the longtime husband of acclaimed novelist Amy Tan.
  • 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: Louis D'Esposito
Triple: [Marvel One-Shot: Agent Carter, director, Louis D'Esposito]
Generated description
Louis D'Esposito is an American film producer and director best known as a longtime Marvel Studios executive and frequent producer of Marvel Cinematic Universe films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Louis D'Esposito
Target entity description: Louis D'Esposito is an American film producer and director best known as a longtime Marvel Studios executive and frequent producer of Marvel Cinematic Universe films.
  • A. Lou Romano
    Lou Romano is an American animator, art director, and voice actor best known for his work with Pixar, including voicing the character Alfredo Linguini in the film "Ratatouille."
  • B. Tony D'Amato
    Tony D'Amato is the hard-driving, old-school head coach of the fictional Miami Sharks football team in the film "Any Given Sunday," portrayed by Al Pacino.
  • C. John Panozzo
    John Panozzo was an American drummer best known as a founding member of the rock band Styx.
  • D. Lou Pardini
    Lou Pardini is an American singer, songwriter, and keyboardist best known for his work in jazz, R&B, and rock, including a notable tenure with the band Chicago.
  • E. Lou DeMattei
    Lou DeMattei is an American tax attorney best known as the longtime husband of acclaimed novelist Amy Tan.
  • 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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5c8324481909a54852a9bb714e0 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f1315b4b1481908106984a1362be89 completed April 28, 2026, 10:14 p.m.
NEDg Description generation batch_69f14e879aa88190a95f13e23dd346f4 completed April 29, 2026, 12:19 a.m.
NED2 Entity disambiguation (via description) batch_69f156fa5cc48190a43c1d2e5df346fe completed April 29, 2026, 12:55 a.m.
Created at: April 8, 2026, 9:42 p.m.