Triple

T8067116
Position Surface form Disambiguated ID Type / Status
Subject Nicholas Berggruen E188270 entity
Predicate parent P120 FINISHED
Object Heinz Berggruen
Heinz Berggruen was a prominent German-born art dealer and collector renowned for his exceptional collection of modern art, particularly works by Picasso, Klee, and Matisse.
 E935448 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: Heinz Berggruen | Statement: [Nicholas Berggruen, parent, Heinz Berggruen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heinz Berggruen
Context triple: [Nicholas Berggruen, parent, Heinz Berggruen]
  • A. Gotthard Graubner
    Gotthard Graubner was a German painter renowned for his abstract color-space works that explored the materiality and depth of color.
  • B. Herbert Hainer
    Herbert Hainer is a German businessman best known as the former long-time CEO of Adidas and current president of FC Bayern Munich.
  • C. Werner Gruner
    Werner Gruner was a German engineer and weapons designer best known for creating the MG 42 general-purpose machine gun used by Nazi Germany during World War II.
  • D. Hermann Hager
    Hermann Hager was a German pharmacist and pharmaceutical chemist known for his influential reference works and contributions to pharmaceutical practice in the 19th century.
  • E. Erich Warsitz
    Erich Warsitz was a pioneering German test pilot best known for making the world’s first jet-powered flight and for his work with early rocket- and jet-propelled aircraft before and during World War II.
  • 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: Heinz Berggruen
Triple: [Nicholas Berggruen, parent, Heinz Berggruen]
Generated description
Heinz Berggruen was a prominent German-born art dealer and collector renowned for his exceptional collection of modern art, particularly works by Picasso, Klee, and Matisse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heinz Berggruen
Target entity description: Heinz Berggruen was a prominent German-born art dealer and collector renowned for his exceptional collection of modern art, particularly works by Picasso, Klee, and Matisse.
  • A. Gotthard Graubner
    Gotthard Graubner was a German painter renowned for his abstract color-space works that explored the materiality and depth of color.
  • B. Herbert Hainer
    Herbert Hainer is a German businessman best known as the former long-time CEO of Adidas and current president of FC Bayern Munich.
  • C. Werner Gruner
    Werner Gruner was a German engineer and weapons designer best known for creating the MG 42 general-purpose machine gun used by Nazi Germany during World War II.
  • D. Hermann Hager
    Hermann Hager was a German pharmacist and pharmaceutical chemist known for his influential reference works and contributions to pharmaceutical practice in the 19th century.
  • E. Erich Warsitz
    Erich Warsitz was a pioneering German test pilot best known for making the world’s first jet-powered flight and for his work with early rocket- and jet-propelled aircraft before and during World War II.
  • 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_69ca82b42674819086840efea12478e5 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3ff75d208190b7c53d2fe55878ac completed March 31, 2026, 3:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69e712b2ff1081908ccf311e1133ab72 completed April 21, 2026, 6:01 a.m.
NEDg Description generation batch_69e720f4015c81909ba7973c3e781985 completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e75a7a04c88190bb8f3dd3f3e435ef completed April 21, 2026, 11:07 a.m.
Created at: March 30, 2026, 5:26 p.m.