Triple

T3829648
Position Surface form Disambiguated ID Type / Status
Subject Palazzo Vecchio E88778 entity
Predicate architect P184 FINISHED
Object Arnolfo di Cambio
Arnolfo di Cambio was a prominent late 13th-century Italian architect and sculptor, central to the development of Florentine Gothic architecture.
E358148 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: Arnolfo di Cambio | Statement: [Palazzo Vecchio, architect, Arnolfo di Cambio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arnolfo di Cambio
Context triple: [Palazzo Vecchio, architect, Arnolfo di Cambio]
  • A. Cosimo Rosselli
    Cosimo Rosselli was a 15th-century Italian Renaissance painter known for his frescoes in the Sistine Chapel and his work in Florence.
  • B. Giovanni Battista da Sangallo
    Giovanni Battista da Sangallo was a 16th-century Italian Renaissance architect and member of the prominent Sangallo family, known for his work on major ecclesiastical and civic buildings in Rome.
  • C. Benedetto Antelami
    Benedetto Antelami was an influential Italian Romanesque sculptor and architect of the late 12th and early 13th centuries, renowned for his masterful reliefs and work on religious monuments in northern Italy.
  • D. Giovanni di Paolo Rucellai
    Giovanni di Paolo Rucellai was a wealthy 15th-century Florentine merchant and prominent patron of Renaissance art and architecture.
  • E. Filippo Brunelleschi
    Filippo Brunelleschi was an Italian Renaissance architect and engineer best known for designing the revolutionary dome of Florence Cathedral, which became a landmark achievement in Western 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: Arnolfo di Cambio
Triple: [Palazzo Vecchio, architect, Arnolfo di Cambio]
Generated description
Arnolfo di Cambio was a prominent late 13th-century Italian architect and sculptor, central to the development of Florentine Gothic architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arnolfo di Cambio
Target entity description: Arnolfo di Cambio was a prominent late 13th-century Italian architect and sculptor, central to the development of Florentine Gothic architecture.
  • A. Cosimo Rosselli
    Cosimo Rosselli was a 15th-century Italian Renaissance painter known for his frescoes in the Sistine Chapel and his work in Florence.
  • B. Giovanni Battista da Sangallo
    Giovanni Battista da Sangallo was a 16th-century Italian Renaissance architect and member of the prominent Sangallo family, known for his work on major ecclesiastical and civic buildings in Rome.
  • C. Benedetto Antelami chosen
    Benedetto Antelami was an influential Italian Romanesque sculptor and architect of the late 12th and early 13th centuries, renowned for his masterful reliefs and work on religious monuments in northern Italy.
  • D. Giovanni di Paolo Rucellai
    Giovanni di Paolo Rucellai was a wealthy 15th-century Florentine merchant and prominent patron of Renaissance art and architecture.
  • E. Filippo Brunelleschi
    Filippo Brunelleschi was an Italian Renaissance architect and engineer best known for designing the revolutionary dome of Florence Cathedral, which became a landmark achievement in Western architecture.
  • F. None of above.

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_69aed9538cf881909d9ce8ca4ac7c18c completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeeb8459f881908a2c91bb07e381ef completed March 9, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fb54636c8190a46224e0a8215e26 completed March 14, 2026, 6:08 a.m.
NEDg Description generation batch_69b4fc1d144881908affcdae84a3c395 completed March 14, 2026, 6:11 a.m.
NED2 Entity disambiguation (via description) batch_69b4fc942b588190985b191376289258 completed March 14, 2026, 6:13 a.m.
Created at: March 9, 2026, 3:17 p.m.