Triple

T5413019
Position Surface form Disambiguated ID Type / Status
Subject Florentine guilds E121055 entity
Predicate hasPart P35 FINISHED
Object Arte dei Fornai
Arte dei Fornai was the medieval Florentine bakers’ guild responsible for regulating bread production and trade in the city.
E519136 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: Arte dei Fornai | Statement: [Florentine guilds, hasPart, Arte dei Fornai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arte dei Fornai
Context triple: [Florentine guilds, hasPart, Arte dei Fornai]
  • A. Bardo de' Bardi
    Bardo de' Bardi is a learned but blind Florentine scholar and the father of the title character in George Eliot’s historical novel "Romola."
  • B. Feteiras
    Feteiras is a civil parish in the municipality of Ponta Delgada on São Miguel Island in the Azores, Portugal.
  • C. De pictura
    De pictura is a seminal 15th-century treatise that systematically codifies the principles of linear perspective and painting in Renaissance art.
  • D. Il Fontanone
    Il Fontanone is a monumental Baroque fountain in Rome, Italy, celebrated for its grand façade and as a prominent symbol of the city’s historic aqueduct system.
  • E. La cena de le ceneri
    La cena de le ceneri is a 1584 philosophical dialogue by Giordano Bruno that defends the Copernican heliocentric system and explores his radical cosmological and metaphysical ideas.
  • 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: Arte dei Fornai
Triple: [Florentine guilds, hasPart, Arte dei Fornai]
Generated description
Arte dei Fornai was the medieval Florentine bakers’ guild responsible for regulating bread production and trade in the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arte dei Fornai
Target entity description: Arte dei Fornai was the medieval Florentine bakers’ guild responsible for regulating bread production and trade in the city.
  • A. Bardo de' Bardi
    Bardo de' Bardi is a learned but blind Florentine scholar and the father of the title character in George Eliot’s historical novel "Romola."
  • B. Feteiras
    Feteiras is a civil parish in the municipality of Ponta Delgada on São Miguel Island in the Azores, Portugal.
  • C. De pictura
    De pictura is a seminal 15th-century treatise that systematically codifies the principles of linear perspective and painting in Renaissance art.
  • D. Il Fontanone
    Il Fontanone is a monumental Baroque fountain in Rome, Italy, celebrated for its grand façade and as a prominent symbol of the city’s historic aqueduct system.
  • E. La cena de le ceneri
    La cena de le ceneri is a 1584 philosophical dialogue by Giordano Bruno that defends the Copernican heliocentric system and explores his radical cosmological and metaphysical ideas.
  • 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_69bd463a41cc8190b32ff5af2b96ca93 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87bb3c0c81908711784bc865ff03 completed March 20, 2026, 5:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3aa3e1988190ac484c91022dc08b completed March 22, 2026, 12:41 a.m.
NEDg Description generation batch_69bf3c633640819089cbd2985a1f6479 completed March 22, 2026, 12:48 a.m.
NED2 Entity disambiguation (via description) batch_69bf3cb3432c8190ab0e59843144fc75 completed March 22, 2026, 12:49 a.m.
Created at: March 20, 2026, 2:05 p.m.