Triple

T8040349
Position Surface form Disambiguated ID Type / Status
Subject Museum Ludwig E187420 entity
Predicate namedAfter P63 FINISHED
Object Peter Ludwig
Peter Ludwig was a prominent German art collector and patron known for amassing one of the world’s most significant collections of modern and contemporary art.
 E714999 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: Peter Ludwig | Statement: [Museum Ludwig, namedAfter, Peter Ludwig]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Peter Ludwig
Context triple: [Museum Ludwig, namedAfter, Peter Ludwig]
  • A. Eduard Ludwig
    Eduard Ludwig was a German architect best known for designing the Berlin Airlift Memorial (Luftbrückendenkmal), commemorating the Allied airlift during the Berlin Blockade.
  • B. Philip Christoph
    Philip Christoph was a 17th-century German nobleman and soldier, best known for his mysterious disappearance in 1694 amid a scandalous affair with Sophia Dorothea of Celle.
  • C. Gerhard
    Gerhard is a masculine given name of German origin, historically common in German-speaking countries.
  • D. William Ludwig
    William Ludwig was an American screenwriter best known for his work on classic mid-20th-century films, including the musical adaptation of "Oklahoma!" and the Oscar-winning biopic "The Great Caruso."
  • E. Karl Bernhard
    Karl Bernhard was a German engineer and architect known for his pioneering structural design work, including his collaboration on the innovative AEG Turbine Factory in Berlin.
  • 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: Peter Ludwig
Triple: [Museum Ludwig, namedAfter, Peter Ludwig]
Generated description
Peter Ludwig was a prominent German art collector and patron known for amassing one of the world’s most significant collections of modern and contemporary art.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Peter Ludwig
Target entity description: Peter Ludwig was a prominent German art collector and patron known for amassing one of the world’s most significant collections of modern and contemporary art.
  • A. Eduard Ludwig
    Eduard Ludwig was a German architect best known for designing the Berlin Airlift Memorial (Luftbrückendenkmal), commemorating the Allied airlift during the Berlin Blockade.
  • B. Philip Christoph
    Philip Christoph was a 17th-century German nobleman and soldier, best known for his mysterious disappearance in 1694 amid a scandalous affair with Sophia Dorothea of Celle.
  • C. Gerhard
    Gerhard is a masculine given name of German origin, historically common in German-speaking countries.
  • D. William Ludwig
    William Ludwig was an American screenwriter best known for his work on classic mid-20th-century films, including the musical adaptation of "Oklahoma!" and the Oscar-winning biopic "The Great Caruso."
  • E. Karl Bernhard
    Karl Bernhard was a German engineer and architect known for his pioneering structural design work, including his collaboration on the innovative AEG Turbine Factory in Berlin.
  • 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_69ca82b00cb48190b59a300f70e97bd7 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3f1d62c48190bf4a6cd17517c5dc completed March 31, 2026, 3:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbe4ca4cc8190a664968334225087 completed April 1, 2026, 6:42 a.m.
NEDg Description generation batch_69ccc24a39f88190995f076d1a7ec3e7 completed April 1, 2026, 6:59 a.m.
NED2 Entity disambiguation (via description) batch_69ccc37f0ca88190b4e077f23dbbe6f8 completed April 1, 2026, 7:04 a.m.
Created at: March 30, 2026, 5:23 p.m.