Triple

T8599675
Position Surface form Disambiguated ID Type / Status
Subject Francesco Sforza E203642 entity
Predicate father P120 FINISHED
Object Muzio Attendolo Sforza
Muzio Attendolo Sforza was a prominent early 15th-century Italian condottiero and founder of the Sforza dynasty that later ruled Milan.
E756995 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: Muzio Attendolo Sforza | Statement: [Francesco Sforza, father, Muzio Attendolo Sforza]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Muzio Attendolo Sforza
Context triple: [Francesco Sforza, father, Muzio Attendolo Sforza]
  • A. Giovanni Sforza
    Giovanni Sforza was an Italian nobleman and lord of Pesaro, best known as the first husband of Lucrezia Borgia and for his politically charged annulled marriage to her.
  • B. Duke Galeazzo Maria Sforza
    Duke Galeazzo Maria Sforza was a 15th-century Duke of Milan from the powerful Sforza dynasty, known for his lavish court, political intrigue, and eventual assassination.
  • C. Francesco Sforza
    Francesco Sforza was a 15th-century Italian condottiero who became Duke of Milan and founded the Sforza dynasty, playing a key role in the politics of Renaissance Italy.
  • D. Ludovico Sforza
    Ludovico Sforza was a Renaissance-era Duke of Milan best known as a powerful patron of the arts, particularly of Leonardo da Vinci.
  • E. Giovanni Maria Visconti
    Giovanni Maria Visconti was a Duke of Milan from the powerful Visconti dynasty who ruled the city in the early 15th century before being assassinated.
  • 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: Muzio Attendolo Sforza
Triple: [Francesco Sforza, father, Muzio Attendolo Sforza]
Generated description
Muzio Attendolo Sforza was a prominent early 15th-century Italian condottiero and founder of the Sforza dynasty that later ruled Milan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Muzio Attendolo Sforza
Target entity description: Muzio Attendolo Sforza was a prominent early 15th-century Italian condottiero and founder of the Sforza dynasty that later ruled Milan.
  • A. Giovanni Sforza
    Giovanni Sforza was an Italian nobleman and lord of Pesaro, best known as the first husband of Lucrezia Borgia and for his politically charged annulled marriage to her.
  • B. Duke Galeazzo Maria Sforza
    Duke Galeazzo Maria Sforza was a 15th-century Duke of Milan from the powerful Sforza dynasty, known for his lavish court, political intrigue, and eventual assassination.
  • C. Francesco Sforza
    Francesco Sforza was a 15th-century Italian condottiero who became Duke of Milan and founded the Sforza dynasty, playing a key role in the politics of Renaissance Italy.
  • D. Ludovico Sforza
    Ludovico Sforza was a Renaissance-era Duke of Milan best known as a powerful patron of the arts, particularly of Leonardo da Vinci.
  • E. Giovanni Maria Visconti
    Giovanni Maria Visconti was a Duke of Milan from the powerful Visconti dynasty who ruled the city in the early 15th century before being assassinated.
  • 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_69ca832b56948190ba751cec255308f1 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46d7c184819083236c75f9ccc9cf completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf5140ec1c8190bbf37d4880191c03 completed April 3, 2026, 5:33 a.m.
NEDg Description generation batch_69cf545edf648190bb7d79a75cd9ba99 completed April 3, 2026, 5:47 a.m.
NED2 Entity disambiguation (via description) batch_69cf5513f894819087a2c39142d597b4 completed April 3, 2026, 5:50 a.m.
Created at: March 30, 2026, 6:24 p.m.