Triple

T17843986
Position Surface form Disambiguated ID Type / Status
Subject Francesco Bianchini E445607 entity
Predicate familyName P18 FINISHED
Object Bianchini
Bianchini is an Italian surname borne by various notable figures in fields such as science, arts, and sports.
 E1290743 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: Bianchini | Statement: [Francesco Bianchini, familyName, Bianchini]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bianchini
Context triple: [Francesco Bianchini, familyName, Bianchini]
  • A. Guicciardi
    Guicciardi is the noble Italian family name of Countess Giulietta Guicciardi, best known as a dedicatee of Beethoven’s “Moonlight” Sonata.
  • B. Bertinelli
    Bertinelli is an Italian-origin surname most prominently associated with American actress and television personality Valerie Bertinelli.
  • C. Calzabigi
    Calzabigi is the surname of Ranieri de’ Calzabigi, an 18th-century Italian poet and librettist known for his influential collaborations with composer Christoph Willibald Gluck in reforming opera.
  • D. Giannini
    Giannini is an Italian surname most famously associated with Amadeo P. Giannini, the pioneering founder of Bank of America.
  • E. Mazzoli
    Mazzoli is an Italian surname associated with various notable individuals, including politicians and artists.
  • 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: Bianchini
Triple: [Francesco Bianchini, familyName, Bianchini]
Generated description
Bianchini is an Italian surname borne by various notable figures in fields such as science, arts, and sports.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bianchini
Target entity description: Bianchini is an Italian surname borne by various notable figures in fields such as science, arts, and sports.
  • A. Guicciardi
    Guicciardi is the noble Italian family name of Countess Giulietta Guicciardi, best known as a dedicatee of Beethoven’s “Moonlight” Sonata.
  • B. Bertinelli
    Bertinelli is an Italian-origin surname most prominently associated with American actress and television personality Valerie Bertinelli.
  • C. Calzabigi
    Calzabigi is the surname of Ranieri de’ Calzabigi, an 18th-century Italian poet and librettist known for his influential collaborations with composer Christoph Willibald Gluck in reforming opera.
  • D. Giannini
    Giannini is an Italian surname most famously associated with Amadeo P. Giannini, the pioneering founder of Bank of America.
  • E. Mazzoli
    Mazzoli is an Italian surname associated with various notable individuals, including politicians and artists.
  • 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_69d8b9f1a6d881909f024bc603111cdb completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48ff980048190b496c55b83b3b318 completed April 19, 2026, 8:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a030700bc908190a4c3d995a0674875 completed May 12, 2026, 10:54 a.m.
NEDg Description generation batch_6a0307cca7888190905abe3c1c317c1a completed May 12, 2026, 10:58 a.m.
NED2 Entity disambiguation (via description) batch_6a03084521d88190ab60f3cbdfdb0869 completed May 12, 2026, 11 a.m.
Created at: April 10, 2026, 10:16 a.m.