Triple
T9972007
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bernhard Heisig |
E196229
|
entity |
| Predicate | movement |
P81
|
FINISHED |
| Object |
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.
|
E832260
|
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: Leipzig School | Statement: [Bernhard Heisig, movement, Leipzig School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leipzig School Context triple: [Bernhard Heisig, movement, Leipzig School]
-
A.
Darmstadt School
The Darmstadt School was a mid-20th-century avant-garde movement in European classical music centered around the Darmstadt Summer Courses, known for its promotion of serialism and other radical compositional techniques.
-
B.
Freiburg School
The Freiburg School was a group of German economists and legal scholars in the early 20th century that developed ordoliberalism, advocating a strong legal framework to ensure competitive markets and prevent economic power concentration.
-
C.
Würzburg School
The Würzburg School was an early 20th-century psychological research group known for its experimental studies of thought processes and higher cognition, challenging the then-dominant introspectionist and associationist views.
-
D.
Würzburg School of psychology
The Würzburg School of psychology was an early 20th-century German research tradition known for its experimental studies of thinking and higher mental processes, challenging structuralist views by emphasizing imageless thought and complex cognitive operations.
-
E.
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.
- 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: Leipzig School Triple: [Bernhard Heisig, movement, Leipzig School]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leipzig School Target entity description: 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.
-
A.
Darmstadt School
The Darmstadt School was a mid-20th-century avant-garde movement in European classical music centered around the Darmstadt Summer Courses, known for its promotion of serialism and other radical compositional techniques.
-
B.
Freiburg School
The Freiburg School was a group of German economists and legal scholars in the early 20th century that developed ordoliberalism, advocating a strong legal framework to ensure competitive markets and prevent economic power concentration.
-
C.
Würzburg School
The Würzburg School was an early 20th-century psychological research group known for its experimental studies of thought processes and higher cognition, challenging the then-dominant introspectionist and associationist views.
-
D.
Würzburg School of psychology
The Würzburg School of psychology was an early 20th-century German research tradition known for its experimental studies of thinking and higher mental processes, challenging structuralist views by emphasizing imageless thought and complex cognitive operations.
-
E.
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.
- 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_69ca82eea2b88190a0e511d21a31f386 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb7bb03688190a3f4fc1988b8fafa |
completed | April 2, 2026, 12:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23dd3e47c819095fef68b9939ec19 |
completed | April 5, 2026, 10:47 a.m. |
| NEDg | Description generation | batch_69d23eb2971c8190bcdbc31b4ef19816 |
completed | April 5, 2026, 10:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d240d7b7e881909183d7c33bd8cb5b |
completed | April 5, 2026, 11 a.m. |
Created at: March 30, 2026, 8:48 p.m.