Triple

T321386
Position Surface form Disambiguated ID Type / Status
Subject Romanticism E6421 entity
Predicate associatedWith P37 FINISHED
Object Franz Schubert
Franz Schubert was an Austrian composer whose lyrical melodies and prolific output of lieder, chamber music, and symphonies made him a key early figure of the Romantic era in Western classical music.
E41892 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: Franz Schubert | Statement: [Romanticism, associatedWith, Franz Schubert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Franz Schubert
Context triple: [Romanticism, associatedWith, Franz Schubert]
  • A. Ludwig van Beethoven
    Ludwig van Beethoven was a pioneering German composer and pianist whose works bridged the Classical and Romantic eras and profoundly shaped Western music.
  • B. Robert Schumann
    Robert Schumann was a leading 19th-century German Romantic composer and influential music critic known for his expressive piano works, songs, and symphonic music.
  • C. Gustav Mahler
    Gustav Mahler was a late-Romantic Austrian composer and conductor renowned for his expansive symphonies and song cycles that bridged the 19th-century tradition and early modernism.
  • D. Heinrich Heine
    Heinrich Heine was a 19th-century German poet, essayist, and literary critic renowned for his lyrical poetry and sharp political and social commentary.
  • E. Johann Christoph Pepusch
    Johann Christoph Pepusch was a German-born Baroque composer and music theorist best known for arranging and providing the musical framework for the ballad opera "The Beggar's Opera" in 18th-century London.
  • 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: Franz Schubert
Triple: [Romanticism, associatedWith, Franz Schubert]
Generated description
Franz Schubert was an Austrian composer whose lyrical melodies and prolific output of lieder, chamber music, and symphonies made him a key early figure of the Romantic era in Western classical music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Franz Schubert
Target entity description: Franz Schubert was an Austrian composer whose lyrical melodies and prolific output of lieder, chamber music, and symphonies made him a key early figure of the Romantic era in Western classical music.
  • A. Ludwig van Beethoven
    Ludwig van Beethoven was a pioneering German composer and pianist whose works bridged the Classical and Romantic eras and profoundly shaped Western music.
  • B. Robert Schumann
    Robert Schumann was a leading 19th-century German Romantic composer and influential music critic known for his expressive piano works, songs, and symphonic music.
  • C. Gustav Mahler
    Gustav Mahler was a late-Romantic Austrian composer and conductor renowned for his expansive symphonies and song cycles that bridged the 19th-century tradition and early modernism.
  • D. Heinrich Heine
    Heinrich Heine was a 19th-century German poet, essayist, and literary critic renowned for his lyrical poetry and sharp political and social commentary.
  • E. Johann Christoph Pepusch
    Johann Christoph Pepusch was a German-born Baroque composer and music theorist best known for arranging and providing the musical framework for the ballad opera "The Beggar's Opera" in 18th-century London.
  • 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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea81a1e88190b3496070eb3d85f5 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cfe82d348190892f0aa8c352d04b completed March 1, 2026, 5:34 a.m.
NEDg Description generation batch_69a3d090b9ac819080815afc704285ed completed March 1, 2026, 5:37 a.m.
NED2 Entity disambiguation (via description) batch_69a3d0eb96748190aa8c47736820387c completed March 1, 2026, 5:38 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.