Triple

T21744596
Position Surface form Disambiguated ID Type / Status
Subject Bianchi E536753 entity
Predicate hasNotableBearer P458 FINISHED
Object Adriano Bianchi
Adriano Bianchi is an individual notable enough to be recognized as a prominent bearer of the Italian surname Bianchi.
E1543735 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: Adriano Bianchi | Statement: [Bianchi, hasNotableBearer, Adriano Bianchi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Adriano Bianchi
Context triple: [Bianchi, hasNotableBearer, Adriano Bianchi]
  • A. Adriano Ossicini
    Adriano Ossicini was an Italian psychiatrist, politician, and anti-fascist who helped save Jews during World War II, notably through his involvement with Rome’s Fatebenefratelli Hospital.
  • B. Luca Bianchini
    Luca Bianchini is an Italian novelist and radio host known for his humorous, romantic contemporary fiction and bestselling works adapted for film.
  • C. Stefano Bottoni
    Stefano Bottoni is an Italian organizer and cultural promoter best known as the founder of the Ferrara Buskers Festival, one of the world’s most renowned street music festivals.
  • D. Federico Bruni
    Federico Bruni, better known as Fyodor Bruni, was a 19th-century Italian-Russian painter renowned for his large-scale historical and religious works in the academic style.
  • E. Davide Romani
    Davide Romani is a member of the musical group Change, an Italian-American post-disco and R&B band known for its early 1980s hits.
  • 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: Adriano Bianchi
Triple: [Bianchi, hasNotableBearer, Adriano Bianchi]
Generated description
Adriano Bianchi is an individual notable enough to be recognized as a prominent bearer of the Italian surname Bianchi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Adriano Bianchi
Target entity description: Adriano Bianchi is an individual notable enough to be recognized as a prominent bearer of the Italian surname Bianchi.
  • A. Adriano Ossicini
    Adriano Ossicini was an Italian psychiatrist, politician, and anti-fascist who helped save Jews during World War II, notably through his involvement with Rome’s Fatebenefratelli Hospital.
  • B. Luca Bianchini
    Luca Bianchini is an Italian novelist and radio host known for his humorous, romantic contemporary fiction and bestselling works adapted for film.
  • C. Stefano Bottoni
    Stefano Bottoni is an Italian organizer and cultural promoter best known as the founder of the Ferrara Buskers Festival, one of the world’s most renowned street music festivals.
  • D. Federico Bruni
    Federico Bruni, better known as Fyodor Bruni, was a 19th-century Italian-Russian painter renowned for his large-scale historical and religious works in the academic style.
  • E. Davide Romani
    Davide Romani is a member of the musical group Change, an Italian-American post-disco and R&B band known for its early 1980s hits.
  • 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_69e0c46df5448190b4322127ffc4c690 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f01a75352c8190bcd46759562ee251 completed April 28, 2026, 2:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b2d4c441481909e4a179d1db0a30e completed May 18, 2026, 3:16 p.m.
NEDg Description generation batch_6a0b3645f5a881908b322d16c7704e27 completed May 18, 2026, 3:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0b3769c36081909ff732275513bb2b completed May 18, 2026, 3:59 p.m.
Created at: April 16, 2026, 6:49 p.m.