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.