Triple

T13032065
Position Surface form Disambiguated ID Type / Status
Subject The Last Emperor E326464 entity
Predicate screenwriter P2831 FINISHED
Object Enzo Ungari
Enzo Ungari was an Italian film critic, writer, and screenwriter known for his collaborations with director Bernardo Bertolucci, including work on the acclaimed film "The Last Emperor."
E1055939 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: Enzo Ungari | Statement: [The Last Emperor, screenwriter, Enzo Ungari]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Enzo Ungari
Context triple: [The Last Emperor, screenwriter, Enzo Ungari]
  • A. Enzo Rossi
    Enzo Rossi is the son of American actress Patricia Arquette and musician Paul Rossi.
  • B. Enzo Esposito
    Enzo Esposito is an individual notable enough to be recognized as a prominent bearer of the surname Esposito.
  • C. Gian Carlo Testoni
    Gian Carlo Testoni was an Italian lyricist and songwriter best known for his work on popular mid-20th-century songs, including the original Italian version that inspired "I (Who Have Nothing)."
  • D. Marcello Gandini
    Marcello Gandini is an Italian automotive designer renowned for his innovative and angular designs for brands such as Lamborghini, Lancia, and Citroën.
  • E. Livio Santini
    Livio Santini is an architect best known as a co-founder of the influential architecture firm Morphosis.
  • 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: Enzo Ungari
Triple: [The Last Emperor, screenwriter, Enzo Ungari]
Generated description
Enzo Ungari was an Italian film critic, writer, and screenwriter known for his collaborations with director Bernardo Bertolucci, including work on the acclaimed film "The Last Emperor."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Enzo Ungari
Target entity description: Enzo Ungari was an Italian film critic, writer, and screenwriter known for his collaborations with director Bernardo Bertolucci, including work on the acclaimed film "The Last Emperor."
  • A. Enzo Rossi
    Enzo Rossi is the son of American actress Patricia Arquette and musician Paul Rossi.
  • B. Enzo Esposito
    Enzo Esposito is an individual notable enough to be recognized as a prominent bearer of the surname Esposito.
  • C. Gian Carlo Testoni
    Gian Carlo Testoni was an Italian lyricist and songwriter best known for his work on popular mid-20th-century songs, including the original Italian version that inspired "I (Who Have Nothing)."
  • D. Marcello Gandini
    Marcello Gandini is an Italian automotive designer renowned for his innovative and angular designs for brands such as Lamborghini, Lancia, and Citroën.
  • E. Livio Santini
    Livio Santini is an architect best known as a co-founder of the influential architecture firm Morphosis.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97efe72348190b52fb4068f5fb829 completed April 10, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7941e0560819080eee43a9ed0e1bb completed May 3, 2026, 6:29 p.m.
NEDg Description generation batch_69f798aab9c48190acaa78864e89411f completed May 3, 2026, 6:49 p.m.
NED2 Entity disambiguation (via description) batch_69f79943e4f4819098fa82cb6a32e08a completed May 3, 2026, 6:51 p.m.
Created at: April 9, 2026, 8:54 p.m.