Triple

T5522892
Position Surface form Disambiguated ID Type / Status
Subject Giotto's Campanile E144853 entity
Predicate architect P184 FINISHED
Object Francesco Talenti
Francesco Talenti was a 14th-century Italian architect and sculptor active in Florence, known for his significant contributions to Gothic architecture, including work on major civic and religious buildings.
E690682 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 Talenti | Statement: [Giotto's Campanile, architect, Francesco Talenti]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Francesco Talenti
Context triple: [Giotto's Campanile, architect, Francesco Talenti]
  • A. Francesco De Martino
    Francesco De Martino was an Italian socialist politician, jurist, and long-time leader of the Italian Socialist Party who served multiple terms as Deputy Prime Minister.
  • B. Francesco Stelluti
    Francesco Stelluti was a 17th-century Italian scientist and polymath, known as an early member of the Accademia dei Lincei and one of the first to publish microscopic observations.
  • C. Francesco Barra
    Francesco Barra is an individual notable enough to be recognized as a significant bearer of the surname Barra.
  • D. Giovanni Molari
    Giovanni Molari is an Italian academic and engineer who serves as rector of the historic University of Bologna.
  • E. Francesco Satolli
    Francesco Satolli was an Italian cardinal and theologian who became the first Apostolic Delegate to the United States and a prominent advisor on Catholic education and doctrine in the late 19th century.
  • 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 Talenti
Triple: [Giotto's Campanile, architect, Francesco Talenti]
Generated description
Francesco Talenti was a 14th-century Italian architect and sculptor active in Florence, known for his significant contributions to Gothic architecture, including work on major civic and religious buildings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Francesco Talenti
Target entity description: Francesco Talenti was a 14th-century Italian architect and sculptor active in Florence, known for his significant contributions to Gothic architecture, including work on major civic and religious buildings.
  • A. Francesco De Martino
    Francesco De Martino was an Italian socialist politician, jurist, and long-time leader of the Italian Socialist Party who served multiple terms as Deputy Prime Minister.
  • B. Francesco Stelluti
    Francesco Stelluti was a 17th-century Italian scientist and polymath, known as an early member of the Accademia dei Lincei and one of the first to publish microscopic observations.
  • C. Francesco Barra
    Francesco Barra is an individual notable enough to be recognized as a significant bearer of the surname Barra.
  • D. Giovanni Molari
    Giovanni Molari is an Italian academic and engineer who serves as rector of the historic University of Bologna.
  • E. Francesco Satolli
    Francesco Satolli was an Italian cardinal and theologian who became the first Apostolic Delegate to the United States and a prominent advisor on Catholic education and doctrine in the late 19th century.
  • 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_69c008f873a481909b4d9f7e2db3c37d completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f73cc8c8190a92a839c1ca804c7 completed March 22, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c941f469c881908e83cfd6c8191af1 completed March 29, 2026, 3:15 p.m.
NEDg Description generation batch_69c945f81a708190a5c83f0f6a8f6a71 completed March 29, 2026, 3:32 p.m.
NED2 Entity disambiguation (via description) batch_69c9466cb89c8190ae4a045290d1964a completed March 29, 2026, 3:34 p.m.
Created at: March 22, 2026, 3:34 p.m.