Triple

T2132285
Position Surface form Disambiguated ID Type / Status
Subject SIAI-Marchetti SF.260 E46567 entity
Predicate designer P184 FINISHED
Object Stelio Frati
Stelio Frati was an Italian aeronautical engineer and aircraft designer renowned for creating sleek, high-performance light aircraft widely used for training, sport, and military roles.
E329267 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: Stelio Frati | Statement: [SIAI-Marchetti SF.260, designer, Stelio Frati]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stelio Frati
Context triple: [SIAI-Marchetti SF.260, designer, Stelio Frati]
  • A. Franco Antonicelli
    Franco Antonicelli was an Italian intellectual, publisher, and anti-fascist activist known for promoting important 20th-century literature and political thought.
  • B. Luigi Frusci
    Luigi Frusci was an Italian general best known for his role in the Spanish Civil War and later colonial campaigns in East Africa under Fascist Italy.
  • C. Giovanni Molari
    Giovanni Molari is an Italian academic and engineer who serves as rector of the historic University of Bologna.
  • D. Pietro Bracci
    Pietro Bracci was an 18th-century Italian sculptor of the late Baroque period, best known for his monumental marble works in Rome.
  • E. Paolo Riccio
    Paolo Riccio was a 16th-century Jewish convert to Christianity, scholar, and theologian known for his influential writings that integrated Christian theology with Kabbalistic thought.
  • 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: Stelio Frati
Triple: [SIAI-Marchetti SF.260, designer, Stelio Frati]
Generated description
Stelio Frati was an Italian aeronautical engineer and aircraft designer renowned for creating sleek, high-performance light aircraft widely used for training, sport, and military roles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stelio Frati
Target entity description: Stelio Frati was an Italian aeronautical engineer and aircraft designer renowned for creating sleek, high-performance light aircraft widely used for training, sport, and military roles.
  • A. Franco Antonicelli
    Franco Antonicelli was an Italian intellectual, publisher, and anti-fascist activist known for promoting important 20th-century literature and political thought.
  • B. Luigi Frusci
    Luigi Frusci was an Italian general best known for his role in the Spanish Civil War and later colonial campaigns in East Africa under Fascist Italy.
  • C. Giovanni Molari
    Giovanni Molari is an Italian academic and engineer who serves as rector of the historic University of Bologna.
  • D. Pietro Bracci
    Pietro Bracci was an 18th-century Italian sculptor of the late Baroque period, best known for his monumental marble works in Rome.
  • E. Paolo Riccio
    Paolo Riccio was a 16th-century Jewish convert to Christianity, scholar, and theologian known for his influential writings that integrated Christian theology with Kabbalistic thought.
  • 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_69a88a1626548190ae59a5028c3baa8e completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbb7b13ac819094d43159fff984cf completed March 7, 2026, 5:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69b20f1577388190bc95b2151af55732 completed March 12, 2026, 12:55 a.m.
NEDg Description generation batch_69b2131c2d6081908f8586af6dcf153a completed March 12, 2026, 1:13 a.m.
NED2 Entity disambiguation (via description) batch_69b213c46ca08190a1f30dccae09267d completed March 12, 2026, 1:15 a.m.
Created at: March 4, 2026, 7:44 p.m.