Triple

T9972016
Position Surface form Disambiguated ID Type / Status
Subject Bernhard Heisig E196229 entity
Predicate employer P7 FINISHED
Object Hochschule für Grafik und Buchkunst Leipzig
The Hochschule für Grafik und Buchkunst Leipzig is one of Germany’s oldest and most renowned art academies, particularly noted for its role in the development of the Leipzig School of painting.
 E832263 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: Hochschule für Grafik und Buchkunst Leipzig | Statement: [Bernhard Heisig, employer, Hochschule für Grafik und Buchkunst Leipzig]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hochschule für Grafik und Buchkunst Leipzig
Context triple: [Bernhard Heisig, employer, Hochschule für Grafik und Buchkunst Leipzig]
  • A. Braunschweig University of Art
    Braunschweig University of Art is a renowned German art and design academy known for its interdisciplinary programs in fine arts, design, media, and related creative fields.
  • B. Hochschule für bildende und angewandte Kunst Berlin-Weissensee
    The Hochschule für bildende und angewandte Kunst Berlin-Weissensee is a renowned Berlin art academy specializing in fine and applied arts education and research.
  • C. Bauhaus-Universität Weimar
    Bauhaus-Universität Weimar is a German university in Weimar renowned for its focus on architecture, design, art, and media, continuing the legacy of the historic Bauhaus movement.
  • D. Berlin University of the Arts
    Berlin University of the Arts is one of Europe’s largest and most prestigious art schools, offering a wide range of programs in fine arts, design, music, and performing arts in Berlin, Germany.
  • E. Hochschule für Gestaltung Offenbach am Main
    Hochschule für Gestaltung Offenbach am Main is a German university of art and design known for its interdisciplinary programs in visual communication, product design, and related creative fields.
  • 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: Hochschule für Grafik und Buchkunst Leipzig
Triple: [Bernhard Heisig, employer, Hochschule für Grafik und Buchkunst Leipzig]
Generated description
The Hochschule für Grafik und Buchkunst Leipzig is one of Germany’s oldest and most renowned art academies, particularly noted for its role in the development of the Leipzig School of painting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hochschule für Grafik und Buchkunst Leipzig
Target entity description: The Hochschule für Grafik und Buchkunst Leipzig is one of Germany’s oldest and most renowned art academies, particularly noted for its role in the development of the Leipzig School of painting.
  • A. Braunschweig University of Art
    Braunschweig University of Art is a renowned German art and design academy known for its interdisciplinary programs in fine arts, design, media, and related creative fields.
  • B. Hochschule für bildende und angewandte Kunst Berlin-Weissensee
    The Hochschule für bildende und angewandte Kunst Berlin-Weissensee is a renowned Berlin art academy specializing in fine and applied arts education and research.
  • C. Bauhaus-Universität Weimar
    Bauhaus-Universität Weimar is a German university in Weimar renowned for its focus on architecture, design, art, and media, continuing the legacy of the historic Bauhaus movement.
  • D. Berlin University of the Arts
    Berlin University of the Arts is one of Europe’s largest and most prestigious art schools, offering a wide range of programs in fine arts, design, music, and performing arts in Berlin, Germany.
  • E. Hochschule für Gestaltung Offenbach am Main
    Hochschule für Gestaltung Offenbach am Main is a German university of art and design known for its interdisciplinary programs in visual communication, product design, and related creative fields.
  • 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.