Triple

T3204366
Position Surface form Disambiguated ID Type / Status
Subject All for You E67125 entity
Predicate writer P1360 FINISHED
Object Mauro Malavasi
Mauro Malavasi is an Italian composer, producer, and arranger best known for his influential work in disco and R&B, particularly with artists like Change and Luther Vandross.
E511142 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: Mauro Malavasi | Statement: [All for You, writer, Mauro Malavasi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mauro Malavasi
Context triple: [All for You, writer, Mauro Malavasi]
  • A. Stefano Pessina
    Stefano Pessina is an Italian-Monegasque billionaire businessman best known as the longtime leader and major shareholder behind the global pharmacy and retail group Walgreens Boots Alliance.
  • B. Stefano Arnaldi
    Stefano Arnaldi is a composer best known for creating the musical score for the film "Tea with Mussolini."
  • C. Sergio Rubini
    Sergio Rubini is an Italian actor and film director known for his work in both Italian cinema and international productions.
  • D. Franco Antonicelli
    Franco Antonicelli was an Italian intellectual, publisher, and anti-fascist activist known for promoting important 20th-century literature and political thought.
  • E. Stefano Maino
    Stefano Maino was an Italian building contractor and the father of Sonia Gandhi, making him the maternal grandfather of Indian politician Rahul Gandhi.
  • 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: Mauro Malavasi
Triple: [All for You, writer, Mauro Malavasi]
Generated description
Mauro Malavasi is an Italian composer, producer, and arranger best known for his influential work in disco and R&B, particularly with artists like Change and Luther Vandross.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mauro Malavasi
Target entity description: Mauro Malavasi is an Italian composer, producer, and arranger best known for his influential work in disco and R&B, particularly with artists like Change and Luther Vandross.
  • A. Stefano Pessina
    Stefano Pessina is an Italian-Monegasque billionaire businessman best known as the longtime leader and major shareholder behind the global pharmacy and retail group Walgreens Boots Alliance.
  • B. Stefano Arnaldi
    Stefano Arnaldi is a composer best known for creating the musical score for the film "Tea with Mussolini."
  • C. Sergio Rubini
    Sergio Rubini is an Italian actor and film director known for his work in both Italian cinema and international productions.
  • D. Franco Antonicelli
    Franco Antonicelli was an Italian intellectual, publisher, and anti-fascist activist known for promoting important 20th-century literature and political thought.
  • E. Stefano Maino
    Stefano Maino was an Italian building contractor and the father of Sonia Gandhi, making him the maternal grandfather of Indian politician Rahul Gandhi.
  • 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_69ad8589bd988190afa7ed2bdffb7b33 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaa54124c8190a22089ce2eaedab5 completed March 8, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf185542508190ad71b753bda5d1a3 completed March 21, 2026, 10:14 p.m.
NEDg Description generation batch_69bf18e85d1c819090dfb9642d9f7a19 completed March 21, 2026, 10:17 p.m.
NED2 Entity disambiguation (via description) batch_69bf193c4e8881909357a21c234b9bfa completed March 21, 2026, 10:18 p.m.
Created at: March 8, 2026, 3:07 p.m.