Triple

T13749963
Position Surface form Disambiguated ID Type / Status
Subject Roberto Benigni E330321 entity
Predicate familyName P18 FINISHED
Object Benigni
Benigni is an Italian surname most notably associated with actor and filmmaker Roberto Benigni.
E1060488 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: Benigni | Statement: [Roberto Benigni, familyName, Benigni]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benigni
Context triple: [Roberto Benigni, familyName, Benigni]
  • A. Marcello
    Marcello is a masculine given name of Italian origin, commonly used in Italy and other Romance-language countries.
  • B. Giacomo di Benincasa
    Giacomo di Benincasa was a 14th-century Sienese wool dyer best known as the father of Saint Catherine of Siena.
  • C. Giglioli
    Giglioli was a zoologist and taxonomist known for formally describing species such as the Chatham Island taiko.
  • D. Luchino
    Luchino is an Italian given name most notably associated with the influential film director Luchino Visconti.
  • E. Luciano
    Luciano is a masculine given name of Italian origin, famously borne by the renowned operatic tenor Luciano Pavarotti.
  • 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: Benigni
Triple: [Roberto Benigni, familyName, Benigni]
Generated description
Benigni is an Italian surname most notably associated with actor and filmmaker Roberto Benigni.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benigni
Target entity description: Benigni is an Italian surname most notably associated with actor and filmmaker Roberto Benigni.
  • A. Marcello
    Marcello is a masculine given name of Italian origin, commonly used in Italy and other Romance-language countries.
  • B. Giacomo di Benincasa
    Giacomo di Benincasa was a 14th-century Sienese wool dyer best known as the father of Saint Catherine of Siena.
  • C. Giglioli
    Giglioli was a zoologist and taxonomist known for formally describing species such as the Chatham Island taiko.
  • D. Luchino
    Luchino is an Italian given name most notably associated with the influential film director Luchino Visconti.
  • E. Luciano
    Luciano is a masculine given name of Italian origin, famously borne by the renowned operatic tenor Luciano Pavarotti.
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02148c208190a882927905a861a6 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a854098c8190983d142c9930962b completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7ac78ef5081909caccd2fc5772f24 completed May 3, 2026, 8:13 p.m.
NED2 Entity disambiguation (via description) batch_69f7ad51c6808190afa80fc3622399bf completed May 3, 2026, 8:17 p.m.
Created at: April 9, 2026, 10:08 p.m.