Triple

T22581749
Position Surface form Disambiguated ID Type / Status
Subject Una vita violenta E544583 entity
Predicate filmAdaptationDirector P255 FINISHED
Object Paolo Heusch
Paolo Heusch was an Italian film director known for his work in mid-20th-century cinema, including genre films and literary adaptations.
E1544988 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: Paolo Heusch | Statement: [Una vita violenta, filmAdaptationDirector, Paolo Heusch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paolo Heusch
Context triple: [Una vita violenta, filmAdaptationDirector, Paolo Heusch]
  • A. Guido Bertoni
    Guido Bertoni is an Italian cryptographer best known as one of the co-designers of the Keccak hash function, which became the SHA-3 standard.
  • B. Paolo Seganti
    Paolo Seganti is an Italian actor known for his work in film and television, including prominent roles in both European productions and American soap operas.
  • C. Bruno Giacomel
    Bruno Giacomel is a French local politician serving as the mayor of the commune of Villemoustaussou in southern France.
  • D. Giulio Paolini
    Giulio Paolini is an Italian conceptual artist whose work, often associated with Arte Povera, explores themes of authorship, perception, and the nature of the artwork itself.
  • E. Giorgio Cantarini
    Giorgio Cantarini is an Italian actor best known for his childhood role as Giosuè in the Oscar-winning film "Life Is Beautiful."
  • 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: Paolo Heusch
Triple: [Una vita violenta, filmAdaptationDirector, Paolo Heusch]
Generated description
Paolo Heusch was an Italian film director known for his work in mid-20th-century cinema, including genre films and literary adaptations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paolo Heusch
Target entity description: Paolo Heusch was an Italian film director known for his work in mid-20th-century cinema, including genre films and literary adaptations.
  • A. Guido Bertoni
    Guido Bertoni is an Italian cryptographer best known as one of the co-designers of the Keccak hash function, which became the SHA-3 standard.
  • B. Paolo Seganti
    Paolo Seganti is an Italian actor known for his work in film and television, including prominent roles in both European productions and American soap operas.
  • C. Bruno Giacomel
    Bruno Giacomel is a French local politician serving as the mayor of the commune of Villemoustaussou in southern France.
  • D. Giulio Paolini
    Giulio Paolini is an Italian conceptual artist whose work, often associated with Arte Povera, explores themes of authorship, perception, and the nature of the artwork itself.
  • E. Giorgio Cantarini
    Giorgio Cantarini is an Italian actor best known for his childhood role as Giosuè in the Oscar-winning film "Life Is Beautiful."
  • 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_69e11e30d05481909df915354c89f0d6 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f15ff13e288190b5e4b527470be75e completed April 29, 2026, 1:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b3d56621c81908af9a97ac77c15ba completed May 18, 2026, 4:24 p.m.
NEDg Description generation batch_6a0b42e135888190ad342384a8e6a6ad completed May 18, 2026, 4:48 p.m.
NED2 Entity disambiguation (via description) batch_6a0b4373b7cc8190b9eb32d9afb6bdf7 completed May 18, 2026, 4:50 p.m.
Created at: April 16, 2026, 8:53 p.m.