Triple

T23056945
Position Surface form Disambiguated ID Type / Status
Subject Toni Servillo E574183 entity
Predicate collaboratedWith P435 FINISHED
Object Andrea Molaioli
Andrea Molaioli is an Italian film director and screenwriter best known for his crime dramas and collaborations with prominent actors in contemporary Italian cinema.
E1569982 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 Molaioli | Statement: [Toni Servillo, collaboratedWith, Andrea Molaioli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrea Molaioli
Context triple: [Toni Servillo, collaboratedWith, Andrea Molaioli]
  • A. Andrea Marino
    Andrea Marino is a key supporting character in the supernatural drama series "Ghost Whisperer," serving as Melinda Gordon’s close friend and confidante in the early seasons.
  • B. Andrea Romano
    Andrea Romano is a renowned American voice director and casting director best known for her work on numerous acclaimed animated television series and films.
  • C. Andrea Occhipinti
    Andrea Occhipinti is an Italian actor and film producer known for his roles in European cinema and for founding the influential distribution company Lucky Red.
  • D. Andrea Antonelli
    Andrea Antonelli was an Italian motorcycle road racer who competed in the Supersport World Championship before his career was tragically cut short by a fatal racing accident in 2013.
  • E. Andrea Enria
    Andrea Enria is an Italian economist and financial regulator known for serving as the inaugural chair of the European Banking Authority and later as chair of the European Central Bank’s Supervisory Board.
  • 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 Molaioli
Triple: [Toni Servillo, collaboratedWith, Andrea Molaioli]
Generated description
Andrea Molaioli is an Italian film director and screenwriter best known for his crime dramas and collaborations with prominent actors in contemporary Italian cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrea Molaioli
Target entity description: Andrea Molaioli is an Italian film director and screenwriter best known for his crime dramas and collaborations with prominent actors in contemporary Italian cinema.
  • A. Andrea Marino
    Andrea Marino is a key supporting character in the supernatural drama series "Ghost Whisperer," serving as Melinda Gordon’s close friend and confidante in the early seasons.
  • B. Andrea Romano
    Andrea Romano is a renowned American voice director and casting director best known for her work on numerous acclaimed animated television series and films.
  • C. Andrea Occhipinti
    Andrea Occhipinti is an Italian actor and film producer known for his roles in European cinema and for founding the influential distribution company Lucky Red.
  • D. Andrea Antonelli
    Andrea Antonelli was an Italian motorcycle road racer who competed in the Supersport World Championship before his career was tragically cut short by a fatal racing accident in 2013.
  • E. Andrea Enria
    Andrea Enria is an Italian economist and financial regulator known for serving as the inaugural chair of the European Banking Authority and later as chair of the European Central Bank’s Supervisory Board.
  • 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_69e245ba7ae48190be606dbc54120e39 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1868099708190b23725dc8a305e09 completed April 29, 2026, 4:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c15a3dfc481909f055d10c263591d completed May 19, 2026, 7:47 a.m.
NEDg Description generation batch_6a0c161cdc3c8190b9695b9c27c743ff completed May 19, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c16c73140819088d46d4e8b03c7a4 completed May 19, 2026, 7:52 a.m.
Created at: April 17, 2026, 3:55 p.m.