Triple

T11086812
Position Surface form Disambiguated ID Type / Status
Subject Italian school of fortification E262139 entity
Predicate notablePractitioner P26156 FINISHED
Object Francesco di Giorgio Martini
Francesco di Giorgio Martini was a 15th-century Italian Renaissance architect, engineer, painter, and theorist renowned for his influential treatises and innovative designs in military fortification and urban planning.
E905292 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: Francesco di Giorgio Martini | Statement: [Italian school of fortification, notablePractitioner, Francesco di Giorgio Martini]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Francesco di Giorgio Martini
Context triple: [Italian school of fortification, notablePractitioner, Francesco di Giorgio Martini]
  • A. Francesco Squarcione
    Francesco Squarcione was a 15th-century Italian painter and influential teacher from Padua, best known for founding a major workshop that trained artists such as Andrea Mantegna and helped shape early Renaissance art in northern Italy.
  • B. Antonio Manetti
    Antonio Manetti was a 15th-century Florentine architect and mathematician associated with the Renaissance, known for his work on major religious buildings in Florence and for his writings on geometry and perspective.
  • C. Paolo di Dono
    Paolo di Dono, better known as Paolo Uccello, was a 15th-century Italian painter celebrated for his pioneering use of linear perspective in early Renaissance art.
  • D. Girolamo Bedoli
    Girolamo Bedoli was an Italian Mannerist painter of the Parmesan school, known for his elegant religious and portrait works influenced by his teacher Parmigianino.
  • E. Giovanni di Paolo Rucellai
    Giovanni di Paolo Rucellai was a wealthy 15th-century Florentine merchant and prominent patron of Renaissance art and 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: Francesco di Giorgio Martini
Triple: [Italian school of fortification, notablePractitioner, Francesco di Giorgio Martini]
Generated description
Francesco di Giorgio Martini was a 15th-century Italian Renaissance architect, engineer, painter, and theorist renowned for his influential treatises and innovative designs in military fortification and urban planning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Francesco di Giorgio Martini
Target entity description: Francesco di Giorgio Martini was a 15th-century Italian Renaissance architect, engineer, painter, and theorist renowned for his influential treatises and innovative designs in military fortification and urban planning.
  • A. Francesco Squarcione
    Francesco Squarcione was a 15th-century Italian painter and influential teacher from Padua, best known for founding a major workshop that trained artists such as Andrea Mantegna and helped shape early Renaissance art in northern Italy.
  • B. Antonio Manetti
    Antonio Manetti was a 15th-century Florentine architect and mathematician associated with the Renaissance, known for his work on major religious buildings in Florence and for his writings on geometry and perspective.
  • C. Paolo di Dono
    Paolo di Dono, better known as Paolo Uccello, was a 15th-century Italian painter celebrated for his pioneering use of linear perspective in early Renaissance art.
  • D. Girolamo Bedoli
    Girolamo Bedoli was an Italian Mannerist painter of the Parmesan school, known for his elegant religious and portrait works influenced by his teacher Parmigianino.
  • E. Giovanni di Paolo Rucellai
    Giovanni di Paolo Rucellai was a wealthy 15th-century Florentine merchant and prominent patron of Renaissance art and 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_69d6aa9983c08190b0ef61603b69feac completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d799c3ed9c8190a3f5cdf1fe0e74a2 completed April 9, 2026, 12:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69e42d66ded88190877a20a10f012d6b completed April 19, 2026, 1:18 a.m.
NEDg Description generation batch_69e42e1daa3c8190b598adcf9bac00f3 completed April 19, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69e42f415b1081909f9eedcb3640cdc3 completed April 19, 2026, 1:26 a.m.
Created at: April 8, 2026, 9:27 p.m.