Triple

T11980650
Position Surface form Disambiguated ID Type / Status
Subject Marino E285147 entity
Predicate hasNotableBearer P458 FINISHED
Object Roberto Marino
Roberto Marino is a Brazilian former racing driver who competed in international motorsport, including Formula 3000, during the 1980s.
E1071997 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: Roberto Marino | Statement: [Marino, hasNotableBearer, Roberto Marino]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roberto Marino
Context triple: [Marino, hasNotableBearer, Roberto Marino]
  • A. Bruno Ferraro
    Bruno Ferraro is an individual notable enough to be recognized as a prominent bearer of the surname Ferraro.
  • B. Roberto Zincone
    Roberto Zincone is an Italian musician and drummer best known for his work with the band The Petalstones and for his former marriage to actress Malin Åkerman.
  • C. Roberto Molinaro
    Roberto Molinaro is an Italian DJ and music producer known for his work in electronic and dance music, including collaborations with the group Blue.
  • D. Antonio Rinaldi
    Antonio Rinaldi was an 18th-century Italian architect active in Russia, known for introducing refined Baroque and early Neoclassical styles to several imperial residences.
  • E. Guido De Rosso
    Guido De Rosso is an Italian former professional road cyclist known for his strong stage-race performances in the early 1960s.
  • 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: Roberto Marino
Triple: [Marino, hasNotableBearer, Roberto Marino]
Generated description
Roberto Marino is a Brazilian former racing driver who competed in international motorsport, including Formula 3000, during the 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roberto Marino
Target entity description: Roberto Marino is a Brazilian former racing driver who competed in international motorsport, including Formula 3000, during the 1980s.
  • A. Bruno Ferraro
    Bruno Ferraro is an individual notable enough to be recognized as a prominent bearer of the surname Ferraro.
  • B. Roberto Zincone
    Roberto Zincone is an Italian musician and drummer best known for his work with the band The Petalstones and for his former marriage to actress Malin Åkerman.
  • C. Roberto Molinaro
    Roberto Molinaro is an Italian DJ and music producer known for his work in electronic and dance music, including collaborations with the group Blue.
  • D. Antonio Rinaldi
    Antonio Rinaldi was an 18th-century Italian architect active in Russia, known for introducing refined Baroque and early Neoclassical styles to several imperial residences.
  • E. Guido De Rosso
    Guido De Rosso is an Italian former professional road cyclist known for his strong stage-race performances in the early 1960s.
  • 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_69d6ab2eaeb881909f7914758f859413 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90395a8788190bfbb3506c29e3825 completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1ab899081908f16439de65f442b completed May 6, 2026, 8:16 p.m.
NEDg Description generation batch_69fba64792148190a5bf1047b0f59d77 completed May 6, 2026, 8:36 p.m.
NED2 Entity disambiguation (via description) batch_69fba788da8081909ca952b711465eac completed May 6, 2026, 8:41 p.m.
Created at: April 8, 2026, 9:46 p.m.