Triple

T5404869
Position Surface form Disambiguated ID Type / Status
Subject Warburg family E120866 entity
Predicate member P10 FINISHED
Object Gerald F. Warburg
Gerald F. Warburg is an American academic and former public policy practitioner known for his work in legislative strategy, international affairs, and public policy education.
E525226 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: Gerald F. Warburg | Statement: [Warburg family, member, Gerald F. Warburg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gerald F. Warburg
Context triple: [Warburg family, member, Gerald F. Warburg]
  • A. Frederick M. Warburg
    Frederick M. Warburg was an American investment banker and prominent member of the influential Warburg banking family.
  • B. Edward Warburg
    Edward Warburg was an American philanthropist and arts patron who played a key role in fostering ballet and other cultural institutions in the United States.
  • C. Felix M. Warburg
    Felix M. Warburg was a prominent German-born American banker and philanthropist known for his major contributions to social welfare, education, and Jewish charitable causes in the early 20th century.
  • D. Werner R. Heymann
    Werner R. Heymann was a German composer best known for his sophisticated film scores in Hollywood’s Golden Age, particularly for classic comedies and romances.
  • E. Moses Marcus Warburg
    Moses Marcus Warburg was a prominent 18th–19th century German-Jewish banker and co-founder of the Hamburg-based banking house that became central to the Warburg family's financial legacy.
  • 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: Gerald F. Warburg
Triple: [Warburg family, member, Gerald F. Warburg]
Generated description
Gerald F. Warburg is an American academic and former public policy practitioner known for his work in legislative strategy, international affairs, and public policy education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gerald F. Warburg
Target entity description: Gerald F. Warburg is an American academic and former public policy practitioner known for his work in legislative strategy, international affairs, and public policy education.
  • A. Frederick M. Warburg
    Frederick M. Warburg was an American investment banker and prominent member of the influential Warburg banking family.
  • B. Edward Warburg
    Edward Warburg was an American philanthropist and arts patron who played a key role in fostering ballet and other cultural institutions in the United States.
  • C. Felix M. Warburg
    Felix M. Warburg was a prominent German-born American banker and philanthropist known for his major contributions to social welfare, education, and Jewish charitable causes in the early 20th century.
  • D. Werner R. Heymann
    Werner R. Heymann was a German composer best known for his sophisticated film scores in Hollywood’s Golden Age, particularly for classic comedies and romances.
  • E. Moses Marcus Warburg
    Moses Marcus Warburg was a prominent 18th–19th century German-Jewish banker and co-founder of the Hamburg-based banking house that became central to the Warburg family's financial legacy.
  • 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_69bd46391c0c81909fa484446732b6a3 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd8775e964819085c0ff5afea35f0e completed March 20, 2026, 5:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf88e4ebe48190bf1d8643149a88f0 completed March 22, 2026, 6:15 a.m.
NEDg Description generation batch_69bf895a03908190a822e021c50bb797 completed March 22, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69bf89ef2fe08190a6696459fab68a79 completed March 22, 2026, 6:19 a.m.
Created at: March 20, 2026, 2:05 p.m.