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.