Triple

T164264
Position Surface form Disambiguated ID Type / Status
Subject Ginevra de’ Benci E2976 entity
Predicate artHistoricalSchool P1577 FINISHED
Object Florentine school
The Florentine school was a major Italian Renaissance art movement centered in Florence, renowned for its pioneering use of linear perspective, anatomical realism, and humanist themes.
E21921 NE FINISHED

How this triple was built (5 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: Florentine school | Statement: [Ginevra de’ Benci, artHistoricalSchool, Florentine school]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Florentine school
Context triple: [Ginevra de’ Benci, artHistoricalSchool, Florentine school]
  • A. Florence
    Florence is the birth name of Elizabeth Arden, the pioneering Canadian-American businesswoman who founded the iconic Elizabeth Arden cosmetics brand.
  • B. Renaissance humanism
    Renaissance humanism was an intellectual movement of the late Middle Ages and Renaissance that emphasized the study of classical antiquity, human potential, and secular learning, laying foundations for modern Western thought.
  • C. Renaissance
    The Renaissance was a transformative European cultural movement from the 14th to 17th centuries marked by a revival of classical learning, flourishing arts, and major advances in science and humanist thought.
  • D. Renaissance architecture
    Renaissance architecture is a European architectural style that emerged in the 15th century, characterized by symmetry, proportion, geometry, and the revival of classical Greek and Roman forms.
  • E. Raphael
    Raphael was a master Italian High Renaissance painter and architect renowned for his harmonious compositions and influential work in both painting and church design.
  • 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: Florentine school
Triple: [Ginevra de’ Benci, artHistoricalSchool, Florentine school]
Generated description
The Florentine school was a major Italian Renaissance art movement centered in Florence, renowned for its pioneering use of linear perspective, anatomical realism, and humanist themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Florentine school
Target entity description: The Florentine school was a major Italian Renaissance art movement centered in Florence, renowned for its pioneering use of linear perspective, anatomical realism, and humanist themes.
  • A. Florence
    Florence is the birth name of Elizabeth Arden, the pioneering Canadian-American businesswoman who founded the iconic Elizabeth Arden cosmetics brand.
  • B. Renaissance humanism
    Renaissance humanism was an intellectual movement of the late Middle Ages and Renaissance that emphasized the study of classical antiquity, human potential, and secular learning, laying foundations for modern Western thought.
  • C. Renaissance
    The Renaissance was a transformative European cultural movement from the 14th to 17th centuries marked by a revival of classical learning, flourishing arts, and major advances in science and humanist thought.
  • D. Renaissance architecture
    Renaissance architecture is a European architectural style that emerged in the 15th century, characterized by symmetry, proportion, geometry, and the revival of classical Greek and Roman forms.
  • E. Raphael
    Raphael was a master Italian High Renaissance painter and architect renowned for his harmonious compositions and influential work in both painting and church design.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: artHistoricalSchool
Context triple: [Ginevra de’ Benci, artHistoricalSchool, Florentine school]
  • A. artMovement chosen
    Indicates the artistic movement or style with which an artwork, artist, or cultural work is associated.
  • B. isEducationalCenterOf
    Indicates that an institution functions as the primary educational center serving, representing, or associated with a particular area, organization, or group.
  • C. traditionalInstitution
    Indicates that an entity is a long-established, customary organization or system that embodies and maintains traditional practices or norms.
  • D. depictsInstitution
    Indicates that one entity visually represents or portrays an institution as its subject.
  • E. majorMuseum
    Indicates that a museum holds significant importance or prominence, typically due to its size, collections, reputation, or cultural impact.
  • F. None of above.

Provenance (6 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_69a2524ce1e48190ab066bf72859f474 completed Feb. 28, 2026, 2:26 a.m.
NER Named-entity recognition batch_69a258827da481909b20ea5e9d21676f completed Feb. 28, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2eb788a888190bbb53e82559abbf3 completed Feb. 28, 2026, 1:19 p.m.
NEDg Description generation batch_69a2ebe5644481908e221cc8724c99ae completed Feb. 28, 2026, 1:21 p.m.
NED2 Entity disambiguation (via description) batch_69a2ec56b5208190a60feb32c732cebc completed Feb. 28, 2026, 1:23 p.m.
PD Predicate disambiguation batch_69a2566392208190a538ea9aa1fac53e completed Feb. 28, 2026, 2:43 a.m.
Created at: Feb. 28, 2026, 2:34 a.m.