Triple

T10163716
Position Surface form Disambiguated ID Type / Status
Subject Leonardo II Tocco E233953 entity
Predicate mother P120 FINISHED
Object Francesca Marzano
Francesca Marzano was a noblewoman of the Italian aristocracy, known primarily as the mother of Leonardo II Tocco, a prominent 15th-century ruler in the Ionian region.
E845640 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: Francesca Marzano | Statement: [Leonardo II Tocco, mother, Francesca Marzano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Francesca Marzano
Context triple: [Leonardo II Tocco, mother, Francesca Marzano]
  • A. Francesca Marciano
    Francesca Marciano is an Italian author and screenwriter known for her internationally acclaimed novels and short story collections that often explore cross-cultural relationships and contemporary women's lives.
  • B. Francesca Lo Schiavo
    Francesca Lo Schiavo is an acclaimed Italian set decorator and art director, renowned for her lavish period designs and multiple Academy Award-winning work on major international films.
  • C. Margherita Gerrardi
    Margherita Gerrardi was one of the early wives of American actor Mickey Rooney, known primarily for her brief marriage to the Hollywood star.
  • D. Linda Marchiano
    Linda Marchiano, better known by her stage name Linda Lovelace, was an American pornographic film actress who became internationally famous for her role in the 1972 film "Deep Throat" and later a prominent anti-pornography activist.
  • E. Beatrice Carbone
    Beatrice Carbone is a central character in Arthur Miller’s play "A View from the Bridge," portrayed as Eddie Carbone’s loyal yet conflicted wife whose emotional insight and moral clarity highlight the family’s growing tensions.
  • 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: Francesca Marzano
Triple: [Leonardo II Tocco, mother, Francesca Marzano]
Generated description
Francesca Marzano was a noblewoman of the Italian aristocracy, known primarily as the mother of Leonardo II Tocco, a prominent 15th-century ruler in the Ionian region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Francesca Marzano
Target entity description: Francesca Marzano was a noblewoman of the Italian aristocracy, known primarily as the mother of Leonardo II Tocco, a prominent 15th-century ruler in the Ionian region.
  • A. Francesca Marciano
    Francesca Marciano is an Italian author and screenwriter known for her internationally acclaimed novels and short story collections that often explore cross-cultural relationships and contemporary women's lives.
  • B. Francesca Lo Schiavo
    Francesca Lo Schiavo is an acclaimed Italian set decorator and art director, renowned for her lavish period designs and multiple Academy Award-winning work on major international films.
  • C. Margherita Gerrardi
    Margherita Gerrardi was one of the early wives of American actor Mickey Rooney, known primarily for her brief marriage to the Hollywood star.
  • D. Linda Marchiano
    Linda Marchiano, better known by her stage name Linda Lovelace, was an American pornographic film actress who became internationally famous for her role in the 1972 film "Deep Throat" and later a prominent anti-pornography activist.
  • E. Beatrice Carbone
    Beatrice Carbone is a central character in Arthur Miller’s play "A View from the Bridge," portrayed as Eddie Carbone’s loyal yet conflicted wife whose emotional insight and moral clarity highlight the family’s growing tensions.
  • 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_69ca848e80748190b91d1e04d35512c7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec6a7bb48190952f4318af9cc32b completed April 2, 2026, 4:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d300cc37dc8190b331c8d205f40284 completed April 6, 2026, 12:39 a.m.
NEDg Description generation batch_69d30254aabc8190966a4398c59a851e completed April 6, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d30305924c8190998cbefa372dca9a completed April 6, 2026, 12:49 a.m.
Created at: March 30, 2026, 9:09 p.m.