Triple

T5764088
Position Surface form Disambiguated ID Type / Status
Subject Romano Prodi E127167 entity
Predicate spouse P13 FINISHED
Object Flavia Franzoni
Flavia Franzoni was an Italian academic and social policy expert, best known as the longtime wife and close collaborator of former Italian Prime Minister Romano Prodi.
 E549509 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: Flavia Franzoni | Statement: [Romano Prodi, spouse, Flavia Franzoni]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flavia Franzoni
Context triple: [Romano Prodi, spouse, Flavia Franzoni]
  • A. Daniela Farinacci
    Daniela Farinacci is an Australian actress known for her work in film, television, and theatre, including a notable role in the acclaimed drama "Lantana."
  • B. Caterina Valente
    Caterina Valente is an Italian-born multilingual singer, guitarist, dancer, and actress renowned for her international success in pop and jazz music from the 1950s onward.
  • C. Orsola Buvoli
    Orsola Buvoli was the wife of Vittorio Mussolini, the film producer and son of Italian dictator Benito Mussolini.
  • D. Clio Maria Bittoni
    Clio Maria Bittoni is an Italian lawyer best known as the widow of former President of Italy Giorgio Napolitano and for having served as Italy’s First Lady during his presidency.
  • E. Doria Palmieri
    Doria Palmieri is best known as the wife of Ron Reagan, the son of former U.S. President Ronald Reagan.
  • 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: Flavia Franzoni
Triple: [Romano Prodi, spouse, Flavia Franzoni]
Generated description
Flavia Franzoni was an Italian academic and social policy expert, best known as the longtime wife and close collaborator of former Italian Prime Minister Romano Prodi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flavia Franzoni
Target entity description: Flavia Franzoni was an Italian academic and social policy expert, best known as the longtime wife and close collaborator of former Italian Prime Minister Romano Prodi.
  • A. Daniela Farinacci
    Daniela Farinacci is an Australian actress known for her work in film, television, and theatre, including a notable role in the acclaimed drama "Lantana."
  • B. Caterina Valente
    Caterina Valente is an Italian-born multilingual singer, guitarist, dancer, and actress renowned for her international success in pop and jazz music from the 1950s onward.
  • C. Orsola Buvoli
    Orsola Buvoli was the wife of Vittorio Mussolini, the film producer and son of Italian dictator Benito Mussolini.
  • D. Clio Maria Bittoni
    Clio Maria Bittoni is an Italian lawyer best known as the widow of former President of Italy Giorgio Napolitano and for having served as Italy’s First Lady during his presidency.
  • E. Doria Palmieri
    Doria Palmieri is best known as the wife of Ron Reagan, the son of former U.S. President Ronald Reagan.
  • 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_69c00833a3fc81908f4bc29ed011b7a6 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0296e12d48190bd120879723bb6e8 completed March 22, 2026, 5:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a16ea7108190adb0756dac94c42c completed March 23, 2026, 2:11 a.m.
NEDg Description generation batch_69c0a27765688190b02a1b0cd39a87fe completed March 23, 2026, 2:16 a.m.
NED2 Entity disambiguation (via description) batch_69c0a2fd7ec081909033994e5556a6ae completed March 23, 2026, 2:18 a.m.
Created at: March 22, 2026, 3:49 p.m.