Triple
T5404868
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warburg family |
E120866
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Frederick M. Warburg
Frederick M. Warburg was an American investment banker and prominent member of the influential Warburg banking family.
|
E525083
|
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: Frederick M. Warburg | Statement: [Warburg family, member, Frederick M. Warburg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frederick M. Warburg Context triple: [Warburg family, member, Frederick M. Warburg]
-
A.
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.
-
B.
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.
-
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.
Emil Warburg
Emil Warburg was a prominent German physicist known for his influential work in thermodynamics, gas discharges, and magnetism in the late 19th and early 20th centuries.
-
E.
Paul Warburg
Paul Warburg was a German-American banker and influential architect of the U.S. Federal Reserve System who played a key role in shaping modern American central banking and international finance.
- 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: Frederick M. Warburg Triple: [Warburg family, member, Frederick M. Warburg]
Generated description
Frederick M. Warburg was an American investment banker and prominent member of the influential Warburg banking family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frederick M. Warburg Target entity description: Frederick M. Warburg was an American investment banker and prominent member of the influential Warburg banking family.
-
A.
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.
-
B.
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.
-
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.
Emil Warburg
Emil Warburg was a prominent German physicist known for his influential work in thermodynamics, gas discharges, and magnetism in the late 19th and early 20th centuries.
-
E.
Paul Warburg
Paul Warburg was a German-American banker and influential architect of the U.S. Federal Reserve System who played a key role in shaping modern American central banking and international finance.
- 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_69bf858027b08190a6ea46493c6a87c6 |
completed | March 22, 2026, 6 a.m. |
| NEDg | Description generation | batch_69bf863b968c8190ae1f8f5955750a12 |
completed | March 22, 2026, 6:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf866f10048190a9e13020f113b10a |
completed | March 22, 2026, 6:04 a.m. |
Created at: March 20, 2026, 2:05 p.m.