Triple

T3290222
Position Surface form Disambiguated ID Type / Status
Subject From Dusk Till Dawn 3: The Hangman's Daughter E69081 entity
Predicate stars P1956 FINISHED
Object Marco Leonardi
Marco Leonardi is an Italian actor known for his roles in films such as "Cinema Paradiso," "Like Water for Chocolate," and various international productions.
E346458 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: Marco Leonardi | Statement: [From Dusk Till Dawn 3: The Hangman's Daughter, stars, Marco Leonardi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marco Leonardi
Context triple: [From Dusk Till Dawn 3: The Hangman's Daughter, stars, Marco Leonardi]
  • A. Luca Dotti
    Luca Dotti is an Italian author and graphic designer best known as the younger son of iconic actress Audrey Hepburn and Italian psychiatrist Andrea Dotti.
  • B. Leo Rossi
    Leo Rossi is an American character actor known for his supporting roles in crime dramas and thrillers in film and television.
  • C. Marco Barricelli
    Marco Barricelli is an Italian-American actor and theatre director known for his work on stage and in voice roles for film and television.
  • D. Marc Trasolini
    Marc Trasolini is a Canadian professional basketball player and standout former forward for Santa Clara University who went on to play internationally, particularly in Japan’s B.League.
  • E. Lorenzo Izzo
    Lorenza Izzo is a Chilean actress and model known for her roles in films such as "Knock Knock" and "The Green Inferno" as well as various television projects.
  • 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: Marco Leonardi
Triple: [From Dusk Till Dawn 3: The Hangman's Daughter, stars, Marco Leonardi]
Generated description
Marco Leonardi is an Italian actor known for his roles in films such as "Cinema Paradiso," "Like Water for Chocolate," and various international productions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marco Leonardi
Target entity description: Marco Leonardi is an Italian actor known for his roles in films such as "Cinema Paradiso," "Like Water for Chocolate," and various international productions.
  • A. Luca Dotti
    Luca Dotti is an Italian author and graphic designer best known as the younger son of iconic actress Audrey Hepburn and Italian psychiatrist Andrea Dotti.
  • B. Leo Rossi
    Leo Rossi is an American character actor known for his supporting roles in crime dramas and thrillers in film and television.
  • C. Marco Barricelli
    Marco Barricelli is an Italian-American actor and theatre director known for his work on stage and in voice roles for film and television.
  • D. Marc Trasolini
    Marc Trasolini is a Canadian professional basketball player and standout former forward for Santa Clara University who went on to play internationally, particularly in Japan’s B.League.
  • E. Lorenzo Izzo
    Lorenza Izzo is a Chilean actress and model known for her roles in films such as "Knock Knock" and "The Green Inferno" as well as various television projects.
  • 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_69ad859d45748190b0742408c954b39f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb05bd6b08190bcb9f0e5da82bc21 completed March 8, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3cfec98819094208d2cb6e459ea completed March 12, 2026, 5:11 p.m.
NEDg Description generation batch_69b2f981d4688190a81989f19fd79998 completed March 12, 2026, 5:36 p.m.
NED2 Entity disambiguation (via description) batch_69b3132914088190b89a522e5d4106eb completed March 12, 2026, 7:25 p.m.
Created at: March 8, 2026, 3:10 p.m.