Triple

T5413021
Position Surface form Disambiguated ID Type / Status
Subject Florentine guilds E121055 entity
Predicate hasPart P35 FINISHED
Object Arte dei Albergatori
Arte dei Albergatori was a minor medieval Florentine guild representing innkeepers and lodging-house owners within the city’s guild system.
 E521816 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 Albergatori | Statement: [Florentine guilds, hasPart, Arte dei Albergatori]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arte dei Albergatori
Context triple: [Florentine guilds, hasPart, Arte dei Albergatori]
  • A. Arte dei Vinattieri
    Arte dei Vinattieri was a medieval Florentine guild that organized and regulated the city’s wine merchants and related trades.
  • B. Arte dei Legnaioli
    Arte dei Legnaioli was a minor medieval Florentine craft guild that organized and regulated the city’s woodworkers and carpenters.
  • C. Arte dei Beccai
    Arte dei Beccai was a medieval Florentine trade guild representing butchers and meat sellers within the city’s powerful guild system.
  • D. Arte dei Fornai
    Arte dei Fornai was the medieval Florentine bakers’ guild responsible for regulating bread production and trade in the city.
  • E. Arte dei Fabbri
    Arte dei Fabbri was the medieval Florentine guild of blacksmiths and metalworkers, influential in the city’s economic and civic life.
  • 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 Albergatori
Triple: [Florentine guilds, hasPart, Arte dei Albergatori]
Generated description
Arte dei Albergatori was a minor medieval Florentine guild representing innkeepers and lodging-house owners within the city’s guild system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arte dei Albergatori
Target entity description: Arte dei Albergatori was a minor medieval Florentine guild representing innkeepers and lodging-house owners within the city’s guild system.
  • A. Arte dei Vinattieri
    Arte dei Vinattieri was a medieval Florentine guild that organized and regulated the city’s wine merchants and related trades.
  • B. Arte dei Legnaioli
    Arte dei Legnaioli was a minor medieval Florentine craft guild that organized and regulated the city’s woodworkers and carpenters.
  • C. Arte dei Beccai
    Arte dei Beccai was a medieval Florentine trade guild representing butchers and meat sellers within the city’s powerful guild system.
  • D. Arte dei Fornai
    Arte dei Fornai was the medieval Florentine bakers’ guild responsible for regulating bread production and trade in the city.
  • E. Arte dei Fabbri
    Arte dei Fabbri was the medieval Florentine guild of blacksmiths and metalworkers, influential in the city’s economic and civic life.
  • 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_69bf487beb188190be0adf8f88048a56 completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf48cf7df08190ac0b970517c50ca8 completed March 22, 2026, 1:41 a.m.
NED2 Entity disambiguation (via description) batch_69bf4928be9081908865b8062e96c580 completed March 22, 2026, 1:43 a.m.
Created at: March 20, 2026, 2:05 p.m.