Triple

T5037032
Position Surface form Disambiguated ID Type / Status
Subject Schwarzkopf E113450 entity
Predicate hasNotableBearer P458 FINISHED
Object Johann Georg Schwarzkopf
Johann Georg Schwarzkopf is a notable individual associated with the Schwarzkopf surname, recognized as a distinguished bearer of the name.
E489934 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: Johann Georg Schwarzkopf | Statement: [Schwarzkopf, hasNotableBearer, Johann Georg Schwarzkopf]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johann Georg Schwarzkopf
Context triple: [Schwarzkopf, hasNotableBearer, Johann Georg Schwarzkopf]
  • A. Johann Adam Hiller
    Johann Adam Hiller was an 18th-century German composer, conductor, and music theorist often regarded as a founder of the German Singspiel tradition.
  • B. Christoph Bach
    Christoph Bach was a 17th-century German musician and composer from the Bach family, known as the grandfather of Johann Sebastian Bach.
  • C. Johann Georg Greiff
    Johann Georg Greiff was an artist known for contributing religious artworks to prominent Catholic pilgrimage churches in Germany, including the Basilica of the Fourteen Holy Helpers.
  • D. Christian Friedrich Henrici
    Christian Friedrich Henrici, better known by his pen name Picander, was an 18th-century German poet chiefly remembered for his close collaboration with Johann Sebastian Bach on numerous cantata and oratorio texts.
  • E. Friedrich-Wilhelm Müller
    Friedrich-Wilhelm Müller was a German Wehrmacht general during World War II, notorious for his brutal occupation policies in Greece and later executed for war crimes.
  • 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: Johann Georg Schwarzkopf
Triple: [Schwarzkopf, hasNotableBearer, Johann Georg Schwarzkopf]
Generated description
Johann Georg Schwarzkopf is a notable individual associated with the Schwarzkopf surname, recognized as a distinguished bearer of the name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johann Georg Schwarzkopf
Target entity description: Johann Georg Schwarzkopf is a notable individual associated with the Schwarzkopf surname, recognized as a distinguished bearer of the name.
  • A. Johann Adam Hiller
    Johann Adam Hiller was an 18th-century German composer, conductor, and music theorist often regarded as a founder of the German Singspiel tradition.
  • B. Christoph Bach
    Christoph Bach was a 17th-century German musician and composer from the Bach family, known as the grandfather of Johann Sebastian Bach.
  • C. Johann Georg Greiff
    Johann Georg Greiff was an artist known for contributing religious artworks to prominent Catholic pilgrimage churches in Germany, including the Basilica of the Fourteen Holy Helpers.
  • D. Christian Friedrich Henrici
    Christian Friedrich Henrici, better known by his pen name Picander, was an 18th-century German poet chiefly remembered for his close collaboration with Johann Sebastian Bach on numerous cantata and oratorio texts.
  • E. Friedrich-Wilhelm Müller
    Friedrich-Wilhelm Müller was a German Wehrmacht general during World War II, notorious for his brutal occupation policies in Greece and later executed for war crimes.
  • 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_69bd44384298819089c49e7c330ec7b8 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73bb069c8190af86f1b2f95f3d95 completed March 20, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea479f01c8190a84ff4973845eb17 completed March 21, 2026, 2 p.m.
NEDg Description generation batch_69bea525d9088190b0b655687dd27630 completed March 21, 2026, 2:03 p.m.
NED2 Entity disambiguation (via description) batch_69bea594850881909cd683670b63a079 completed March 21, 2026, 2:05 p.m.
Created at: March 20, 2026, 1:37 p.m.