Triple

T21334619
Position Surface form Disambiguated ID Type / Status
Subject Carlo De Benedetti E526007 entity
Predicate familyName P18 FINISHED
Object De Benedetti
De Benedetti is an Italian surname most prominently associated with industrialist and publisher Carlo De Benedetti and his influential business and media activities in Italy.
E1478306 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: De Benedetti | Statement: [Carlo De Benedetti, familyName, De Benedetti]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: De Benedetti
Context triple: [Carlo De Benedetti, familyName, De Benedetti]
  • A. Benedetto De Martino
    Benedetto De Martino is a neuroscientist known for his research on the neural and computational mechanisms underlying decision-making and economic behavior.
  • B. Jacopo Belbo
    Jacopo Belbo is a fictional Milanese editor and intellectual who becomes obsessively entangled in conspiracy theories in Umberto Eco’s novel "Foucault’s Pendulum."
  • C. Renzo Sulli
    Renzo Sulli is a French politician known for serving as the long-time mayor of the Grenoble suburb of Échirolles.
  • D. Adone Zoli
    Adone Zoli was an Italian Christian Democratic politician who served as Prime Minister of Italy in the late 1950s.
  • E. Paolo Mezzanotte
    Paolo Mezzanotte was an Italian architect best known for designing Milan’s stock exchange building and contributing significantly to early 20th-century Italian architecture.
  • 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: De Benedetti
Triple: [Carlo De Benedetti, familyName, De Benedetti]
Generated description
De Benedetti is an Italian surname most prominently associated with industrialist and publisher Carlo De Benedetti and his influential business and media activities in Italy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: De Benedetti
Target entity description: De Benedetti is an Italian surname most prominently associated with industrialist and publisher Carlo De Benedetti and his influential business and media activities in Italy.
  • A. Benedetto De Martino
    Benedetto De Martino is a neuroscientist known for his research on the neural and computational mechanisms underlying decision-making and economic behavior.
  • B. Jacopo Belbo
    Jacopo Belbo is a fictional Milanese editor and intellectual who becomes obsessively entangled in conspiracy theories in Umberto Eco’s novel "Foucault’s Pendulum."
  • C. Renzo Sulli
    Renzo Sulli is a French politician known for serving as the long-time mayor of the Grenoble suburb of Échirolles.
  • D. Adone Zoli
    Adone Zoli was an Italian Christian Democratic politician who served as Prime Minister of Italy in the late 1950s.
  • E. Paolo Mezzanotte
    Paolo Mezzanotte was an Italian architect best known for designing Milan’s stock exchange building and contributing significantly to early 20th-century Italian architecture.
  • 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_69e0b51b90788190a4dd823d962626da completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e898d602c08190821c63e0aff42fc2 completed April 22, 2026, 9:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09a5c07438819084e08576a703406c completed May 17, 2026, 11:25 a.m.
NEDg Description generation batch_6a09a6723714819087d80d62bdcb3926 completed May 17, 2026, 11:28 a.m.
NED2 Entity disambiguation (via description) batch_6a09a6d55bf08190bb4a90fbb258f49b completed May 17, 2026, 11:30 a.m.
Created at: April 16, 2026, 4:43 p.m.