Triple

T321387
Position Surface form Disambiguated ID Type / Status
Subject Romanticism E6421 entity
Predicate associatedWith P37 FINISHED
Object Hector Berlioz
Hector Berlioz was a pioneering 19th-century French composer and conductor known for his innovative orchestration and dramatic programmatic works such as the Symphonie fantastique.
E42439 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: Hector Berlioz | Statement: [Romanticism, associatedWith, Hector Berlioz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hector Berlioz
Context triple: [Romanticism, associatedWith, Hector Berlioz]
  • A. 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.
  • B. Maurice Ravel
    Maurice Ravel was a French composer of the late Romantic and early modern eras, renowned for his masterful orchestration and works such as Boléro and Daphnis et Chloé.
  • 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. Pierre Boulez
    Pierre Boulez was a pioneering 20th-century French composer, conductor, and influential advocate of avant-garde and serial music.
  • E. 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.
  • 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: Hector Berlioz
Triple: [Romanticism, associatedWith, Hector Berlioz]
Generated description
Hector Berlioz was a pioneering 19th-century French composer and conductor known for his innovative orchestration and dramatic programmatic works such as the Symphonie fantastique.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hector Berlioz
Target entity description: Hector Berlioz was a pioneering 19th-century French composer and conductor known for his innovative orchestration and dramatic programmatic works such as the Symphonie fantastique.
  • A. 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.
  • B. Maurice Ravel
    Maurice Ravel was a French composer of the late Romantic and early modern eras, renowned for his masterful orchestration and works such as Boléro and Daphnis et Chloé.
  • 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. Pierre Boulez
    Pierre Boulez was a pioneering 20th-century French composer, conductor, and influential advocate of avant-garde and serial music.
  • E. 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.
  • 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_69a3d240b0d881908611456ba7b29fce completed March 1, 2026, 5:44 a.m.
NEDg Description generation batch_69a3d2cf9bb08190bffa5c03147b6aff completed March 1, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69a3d34bbbcc819089cf2123da185eb3 completed March 1, 2026, 5:48 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.