Triple

T10470206
Position Surface form Disambiguated ID Type / Status
Subject Before Night Falls E246903 entity
Predicate starring P1507 FINISHED
Object Andrea Di Stefano
Andrea Di Stefano is an Italian actor and filmmaker known for his roles in international cinema and for directing films such as "Escobar: Paradise Lost."
E881331 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: Andrea Di Stefano | Statement: [Before Night Falls, starring, Andrea Di Stefano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrea Di Stefano
Context triple: [Before Night Falls, starring, Andrea Di Stefano]
  • A. Andrea Costa
    Andrea Costa was an Italian socialist politician and one of the early leaders of the socialist movement in Italy.
  • B. Cristian Zorzi
    Cristian Zorzi is an Italian former cross-country skier best known for winning Olympic and World Championship medals, particularly as a sprint specialist and key member of Italy’s relay teams in the late 1990s and 2000s.
  • C. Andrea Massi
    Andrea Massi is a Slovenian former alpine skier and coach best known for coaching and partnering with champion skier Tina Maze.
  • D. Luca Calvani
    Luca Calvani is an Italian actor known for his work in film, television, and theater, including roles in international productions.
  • E. Domenico Starnone
    Domenico Starnone is an Italian writer and screenwriter known for his acclaimed novels and for winning major literary awards such as the Strega Prize.
  • 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: Andrea Di Stefano
Triple: [Before Night Falls, starring, Andrea Di Stefano]
Generated description
Andrea Di Stefano is an Italian actor and filmmaker known for his roles in international cinema and for directing films such as "Escobar: Paradise Lost."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrea Di Stefano
Target entity description: Andrea Di Stefano is an Italian actor and filmmaker known for his roles in international cinema and for directing films such as "Escobar: Paradise Lost."
  • A. Andrea Costa
    Andrea Costa was an Italian socialist politician and one of the early leaders of the socialist movement in Italy.
  • B. Cristian Zorzi
    Cristian Zorzi is an Italian former cross-country skier best known for winning Olympic and World Championship medals, particularly as a sprint specialist and key member of Italy’s relay teams in the late 1990s and 2000s.
  • C. Andrea Massi
    Andrea Massi is a Slovenian former alpine skier and coach best known for coaching and partnering with champion skier Tina Maze.
  • D. Luca Calvani
    Luca Calvani is an Italian actor known for his work in film, television, and theater, including roles in international productions.
  • E. Domenico Starnone
    Domenico Starnone is an Italian writer and screenwriter known for his acclaimed novels and for winning major literary awards such as the Strega Prize.
  • 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_69d381c16c248190a2fe5b471e584e9c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509305fec81908b1acd91ae1f875d completed April 7, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69dbacad75b8819090657ab4335cebbc completed April 12, 2026, 2:31 p.m.
NEDg Description generation batch_69dbaeb211088190a9118c71918584e5 completed April 12, 2026, 2:39 p.m.
NED2 Entity disambiguation (via description) batch_69dbaf7c999c819097a8cdf5bd82f648 completed April 12, 2026, 2:43 p.m.
Created at: April 6, 2026, 12:20 p.m.