Triple

T13848151
Position Surface form Disambiguated ID Type / Status
Subject Umberto Giordano E332861 entity
Predicate partOf P40 FINISHED
Object Italian verismo school
The Italian verismo school was a late 19th- and early 20th-century operatic movement characterized by realistic, often gritty depictions of everyday life and intense emotional drama.
E1065742 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: Italian verismo school | Statement: [Umberto Giordano, partOf, Italian verismo school]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Italian verismo school
Context triple: [Umberto Giordano, partOf, Italian verismo school]
  • A. Milanese school
    The Milanese school was a Renaissance artistic movement centered in Milan, known for its refined devotional imagery, delicate modeling, and synthesis of Lombard and Leonardo da Vinci’s stylistic influences.
  • B. Italian Art Nouveau
    Italian Art Nouveau, known as Stile Liberty, is an early 20th-century Italian artistic and architectural movement characterized by sinuous lines, floral motifs, and elegant decorative design.
  • C. Bolognese School
    The Bolognese School was a major Italian art movement centered in Bologna, known for its reform of painting in the late 16th and 17th centuries through a balanced blend of naturalism and classical idealism.
  • D. Macchiaioli
    The Macchiaioli were a group of 19th-century Italian painters who anticipated Impressionism by emphasizing natural light and color through bold patches of tone in outdoor scenes.
  • E. Italian Baroque
    Italian Baroque is a highly ornate and dramatic artistic style that emerged in Italy in the late 16th century, characterized by dynamic movement, rich decoration, and emotional intensity in architecture, painting, and sculpture.
  • 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: Italian verismo school
Triple: [Umberto Giordano, partOf, Italian verismo school]
Generated description
The Italian verismo school was a late 19th- and early 20th-century operatic movement characterized by realistic, often gritty depictions of everyday life and intense emotional drama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Italian verismo school
Target entity description: The Italian verismo school was a late 19th- and early 20th-century operatic movement characterized by realistic, often gritty depictions of everyday life and intense emotional drama.
  • A. Milanese school
    The Milanese school was a Renaissance artistic movement centered in Milan, known for its refined devotional imagery, delicate modeling, and synthesis of Lombard and Leonardo da Vinci’s stylistic influences.
  • B. Italian Art Nouveau
    Italian Art Nouveau, known as Stile Liberty, is an early 20th-century Italian artistic and architectural movement characterized by sinuous lines, floral motifs, and elegant decorative design.
  • C. Bolognese School
    The Bolognese School was a major Italian art movement centered in Bologna, known for its reform of painting in the late 16th and 17th centuries through a balanced blend of naturalism and classical idealism.
  • D. Macchiaioli
    The Macchiaioli were a group of 19th-century Italian painters who anticipated Impressionism by emphasizing natural light and color through bold patches of tone in outdoor scenes.
  • E. Italian Baroque
    Italian Baroque is a highly ornate and dramatic artistic style that emerged in Italy in the late 16th century, characterized by dynamic movement, rich decoration, and emotional intensity in architecture, painting, and sculpture.
  • 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02b2a9788190b164760adec64ef6 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c0f189008190bb9afeef42564a33 completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c23410dc8190972245cecfa85871 completed May 3, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_69f7c3031a0c8190ad30d59fe1f2322e completed May 3, 2026, 9:49 p.m.
Created at: April 9, 2026, 10:14 p.m.