Triple
T12793052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Empfindsamer Stil |
E305815
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Hamburg school of composers
The Hamburg school of composers was an 18th-century group of mainly North German musicians centered in Hamburg, noted for their expressive, emotionally nuanced style that bridged the Baroque and Classical eras.
|
E1004944
|
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: Hamburg school of composers | Statement: [Empfindsamer Stil, associatedWith, Hamburg school of composers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamburg school of composers Context triple: [Empfindsamer Stil, associatedWith, Hamburg school of composers]
-
A.
Mannheim school
The Mannheim school was an influential 18th-century group of composers and musicians centered around the Mannheim court orchestra, renowned for pioneering dynamic orchestral techniques and shaping the early Classical style.
-
B.
Second Viennese School
The Second Viennese School was an early 20th-century group of Austrian and German composers centered around Arnold Schoenberg, known for pioneering atonal and twelve-tone music.
-
C.
First Viennese School
The First Viennese School refers to the group of late-18th- and early-19th-century composers—primarily Haydn, Mozart, and Beethoven—who were based in Vienna and helped define the Classical style in Western art music.
-
D.
Southwest German School
The Southwest German School was a prominent branch of Neo-Kantian philosophy centered around thinkers like Wilhelm Windelband and Heinrich Rickert, known for its focus on the methodology of the cultural and historical sciences.
-
E.
Leipzig School
The Leipzig School is a postwar German art movement centered in Leipzig, known for its figurative, often socially critical painting tradition that developed under and in response to East German socialism.
- 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: Hamburg school of composers Triple: [Empfindsamer Stil, associatedWith, Hamburg school of composers]
Generated description
The Hamburg school of composers was an 18th-century group of mainly North German musicians centered in Hamburg, noted for their expressive, emotionally nuanced style that bridged the Baroque and Classical eras.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamburg school of composers Target entity description: The Hamburg school of composers was an 18th-century group of mainly North German musicians centered in Hamburg, noted for their expressive, emotionally nuanced style that bridged the Baroque and Classical eras.
-
A.
Mannheim school
The Mannheim school was an influential 18th-century group of composers and musicians centered around the Mannheim court orchestra, renowned for pioneering dynamic orchestral techniques and shaping the early Classical style.
-
B.
Second Viennese School
The Second Viennese School was an early 20th-century group of Austrian and German composers centered around Arnold Schoenberg, known for pioneering atonal and twelve-tone music.
-
C.
First Viennese School
The First Viennese School refers to the group of late-18th- and early-19th-century composers—primarily Haydn, Mozart, and Beethoven—who were based in Vienna and helped define the Classical style in Western art music.
-
D.
Southwest German School
The Southwest German School was a prominent branch of Neo-Kantian philosophy centered around thinkers like Wilhelm Windelband and Heinrich Rickert, known for its focus on the methodology of the cultural and historical sciences.
-
E.
Leipzig School
The Leipzig School is a postwar German art movement centered in Leipzig, known for its figurative, often socially critical painting tradition that developed under and in response to East German socialism.
- 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_69d7bdf366888190a8cccb982606889c |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e6ca0288190aba01735b71a01da |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68ebeab2081908a6e38351613e3ed |
completed | May 2, 2026, 11:54 p.m. |
| NEDg | Description generation | batch_69f6900385548190befe667dc4e33af9 |
completed | May 3, 2026, midnight |
| NED2 | Entity disambiguation (via description) | batch_69f690c0bd208190bd1f04a9640ad1ce |
completed | May 3, 2026, 12:03 a.m. |
Created at: April 9, 2026, 5:30 p.m.