Triple

T17306042
Position Surface form Disambiguated ID Type / Status
Subject Ezio Auditore da Firenze E420166 entity
Predicate affiliation P10 FINISHED
Object Courtesans of Florence (allies)
The Courtesans of Florence are a network of skilled Florentine sex workers and spies who assist Ezio Auditore by distracting enemies and gathering valuable information.
E1262051 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: Courtesans of Florence (allies) | Statement: [Ezio Auditore da Firenze, affiliation, Courtesans of Florence (allies)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Courtesans of Florence (allies)
Context triple: [Ezio Auditore da Firenze, affiliation, Courtesans of Florence (allies)]
  • A. The Enchantress of Florence
    The Enchantress of Florence is a historical fantasy novel by Salman Rushdie that intertwines Mughal India and Renaissance Florence in a richly imaginative tale of love, power, and storytelling.
  • B. The Firebrand of Florence
    The Firebrand of Florence is a 1924 play by Edwin Justus Mayer that dramatizes the flamboyant life and romantic escapades of Renaissance sculptor Benvenuto Cellini.
  • C. Lord of Florence
    Lord of Florence was the title held by Alessandro de' Medici as the de facto ruler of Florence during the early 16th century, marking the transition from republican to Medici princely control.
  • D. Lady of Carrara
    Lady of Carrara was the noble title held by Maddalena de' Medici, a Renaissance-era member of the powerful Florentine Medici family.
  • E. History of the Florentine People
    History of the Florentine People is a seminal early 15th-century humanist history that chronicles the political and civic development of Florence and helped shape Renaissance historiography.
  • 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: Courtesans of Florence (allies)
Triple: [Ezio Auditore da Firenze, affiliation, Courtesans of Florence (allies)]
Generated description
The Courtesans of Florence are a network of skilled Florentine sex workers and spies who assist Ezio Auditore by distracting enemies and gathering valuable information.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Courtesans of Florence (allies)
Target entity description: The Courtesans of Florence are a network of skilled Florentine sex workers and spies who assist Ezio Auditore by distracting enemies and gathering valuable information.
  • A. The Enchantress of Florence
    The Enchantress of Florence is a historical fantasy novel by Salman Rushdie that intertwines Mughal India and Renaissance Florence in a richly imaginative tale of love, power, and storytelling.
  • B. The Firebrand of Florence
    The Firebrand of Florence is a 1924 play by Edwin Justus Mayer that dramatizes the flamboyant life and romantic escapades of Renaissance sculptor Benvenuto Cellini.
  • C. Lord of Florence
    Lord of Florence was the title held by Alessandro de' Medici as the de facto ruler of Florence during the early 16th century, marking the transition from republican to Medici princely control.
  • D. Lady of Carrara
    Lady of Carrara was the noble title held by Maddalena de' Medici, a Renaissance-era member of the powerful Florentine Medici family.
  • E. History of the Florentine People
    History of the Florentine People is a seminal early 15th-century humanist history that chronicles the political and civic development of Florence and helped shape Renaissance historiography.
  • 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_69d889d22b848190a4663d0b8f8f76e7 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e438ff3ee08190ab4c44a22f86b38b completed April 19, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0180e0c1b881908aa2b6b4d8ac04b6 completed May 11, 2026, 7:10 a.m.
NEDg Description generation batch_6a018455d4948190a88f0617172f0a4e completed May 11, 2026, 7:25 a.m.
NED2 Entity disambiguation (via description) batch_6a0184b3dfc081908662c83d7d5ea41d completed May 11, 2026, 7:26 a.m.
Created at: April 10, 2026, 5:43 a.m.