Triple

T7421011
Position Surface form Disambiguated ID Type / Status
Subject B-splines E171244 entity
Predicate introducedBy P513 FINISHED
Object Isaac Jacob Schoenberg
Isaac Jacob Schoenberg was a Romanian-American mathematician best known for his foundational work in approximation theory and the development of B-splines.
E662797 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: Isaac Jacob Schoenberg | Statement: [B-splines, introducedBy, Isaac Jacob Schoenberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isaac Jacob Schoenberg
Context triple: [B-splines, introducedBy, Isaac Jacob Schoenberg]
  • A. Arnold Schoenberg
    Arnold Schoenberg was an Austrian composer and theorist who pioneered the twelve-tone technique and became one of the most influential and controversial figures in 20th-century music.
  • B. Alban Berg
    Alban Berg was an Austrian composer of the Second Viennese School, renowned for integrating twelve-tone techniques with late-Romantic expressiveness in works such as the operas "Wozzeck" and "Lulu."
  • C. Schönberg
    Schönberg is a village in the municipality of St. Vith in the German-speaking region of eastern Belgium.
  • D. Schönberg
    Schönberg is the surname of French composer and record producer Claude-Michel Schönberg, best known for co-creating the hit musicals Les Misérables and Miss Saigon.
  • E. Ernest Bloch
    Ernest Bloch was a Swiss-born American composer known for his deeply expressive, often Judaically inspired works that bridged late Romanticism and early modernism.
  • 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: Isaac Jacob Schoenberg
Triple: [B-splines, introducedBy, Isaac Jacob Schoenberg]
Generated description
Isaac Jacob Schoenberg was a Romanian-American mathematician best known for his foundational work in approximation theory and the development of B-splines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isaac Jacob Schoenberg
Target entity description: Isaac Jacob Schoenberg was a Romanian-American mathematician best known for his foundational work in approximation theory and the development of B-splines.
  • A. Arnold Schoenberg
    Arnold Schoenberg was an Austrian composer and theorist who pioneered the twelve-tone technique and became one of the most influential and controversial figures in 20th-century music.
  • B. Alban Berg
    Alban Berg was an Austrian composer of the Second Viennese School, renowned for integrating twelve-tone techniques with late-Romantic expressiveness in works such as the operas "Wozzeck" and "Lulu."
  • C. Schönberg
    Schönberg is the surname of French composer and record producer Claude-Michel Schönberg, best known for co-creating the hit musicals Les Misérables and Miss Saigon.
  • D. Schönberg
    Schönberg is a village in the municipality of St. Vith in the German-speaking region of eastern Belgium.
  • E. Ernest Bloch
    Ernest Bloch was a Swiss-born American composer known for his deeply expressive, often Judaically inspired works that bridged late Romanticism and early modernism.
  • 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_69c68a625d048190af70eb8b63bec5a0 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2ebc520819087cfc2eb9dda0e17 completed March 27, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81ef7fc808190a564ab4d9d97ab37 completed March 28, 2026, 6:33 p.m.
NEDg Description generation batch_69c81f9b565881909bebcc3112037f52 completed March 28, 2026, 6:36 p.m.
NED2 Entity disambiguation (via description) batch_69c8207912f4819086e99ed441bee805 completed March 28, 2026, 6:39 p.m.
Created at: March 27, 2026, 3:11 p.m.