Triple

T146754
Position Surface form Disambiguated ID Type / Status
Subject Ivana Trump E3346 entity
Predicate spouse P13 FINISHED
Object Riccardo Mazzucchelli
Riccardo Mazzucchelli was an Italian businessman and entrepreneur known for his brief high-profile marriage to socialite and businesswoman Ivana Trump.
E22259 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: Riccardo Mazzucchelli | Statement: [Ivana Trump, spouse, Riccardo Mazzucchelli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Riccardo Mazzucchelli
Context triple: [Ivana Trump, spouse, Riccardo Mazzucchelli]
  • A. Antonio Quarracino
    Antonio Quarracino was an Argentine cardinal of the Roman Catholic Church who served as Archbishop of Buenos Aires and played a key role in the ecclesiastical career of Pope Francis.
  • B. Marcello Truzzi
    Marcello Truzzi was a sociologist and skeptic best known as a co-founder of the modern skeptical movement and an early leader in the critical examination of paranormal claims.
  • C. Giuseppe Moretti
    Giuseppe Moretti was an Italian-born American sculptor best known for his monumental public works in the United States, including the iconic Vulcan statue in Birmingham, Alabama.
  • D. Alfredo Guzzoni
    Alfredo Guzzoni was an Italian army general who commanded Axis forces in Sicily during World War II.
  • E. Louis Appia
    Louis Appia was a 19th-century Swiss surgeon and humanitarian pioneer who helped establish the principles and institutions that became the modern Red Cross movement.
  • 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: Riccardo Mazzucchelli
Triple: [Ivana Trump, spouse, Riccardo Mazzucchelli]
Generated description
Riccardo Mazzucchelli was an Italian businessman and entrepreneur known for his brief high-profile marriage to socialite and businesswoman Ivana Trump.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Riccardo Mazzucchelli
Target entity description: Riccardo Mazzucchelli was an Italian businessman and entrepreneur known for his brief high-profile marriage to socialite and businesswoman Ivana Trump.
  • A. Antonio Quarracino
    Antonio Quarracino was an Argentine cardinal of the Roman Catholic Church who served as Archbishop of Buenos Aires and played a key role in the ecclesiastical career of Pope Francis.
  • B. Marcello Truzzi
    Marcello Truzzi was a sociologist and skeptic best known as a co-founder of the modern skeptical movement and an early leader in the critical examination of paranormal claims.
  • C. Giuseppe Moretti
    Giuseppe Moretti was an Italian-born American sculptor best known for his monumental public works in the United States, including the iconic Vulcan statue in Birmingham, Alabama.
  • D. Alfredo Guzzoni
    Alfredo Guzzoni was an Italian army general who commanded Axis forces in Sicily during World War II.
  • E. Louis Appia
    Louis Appia was a 19th-century Swiss surgeon and humanitarian pioneer who helped establish the principles and institutions that became the modern Red Cross movement.
  • 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_69a252868de4819080e21c9938bfe8b6 completed Feb. 28, 2026, 2:27 a.m.
NER Named-entity recognition batch_69a257eba6188190a3cf99c91bf3038f completed Feb. 28, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2ee88015c8190af7d6c9add7df714 completed Feb. 28, 2026, 1:32 p.m.
NEDg Description generation batch_69a2ef24de2c8190b93330c76172507b completed Feb. 28, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69a2ef9d85cc8190b585b87c30f58ae1 completed Feb. 28, 2026, 1:37 p.m.
Created at: Feb. 28, 2026, 2:31 a.m.