Triple

T7226677
Position Surface form Disambiguated ID Type / Status
Subject Schiff E154797 entity
Predicate hasNotableBearer P458 FINISHED
Object Hugo Schiff
Hugo Schiff was a 19th-century Italian chemist best known for his work on aldehydes and amines, including the discovery of Schiff bases.
E656002 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: Hugo Schiff | Statement: [Schiff, hasNotableBearer, Hugo Schiff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hugo Schiff
Context triple: [Schiff, hasNotableBearer, Hugo Schiff]
  • A. Solomon Loeb
    Solomon Loeb was a prominent 19th-century German-American banker and co-founder of the influential investment bank Kuhn, Loeb & Co.
  • B. Jacob H. Schiff
    Jacob H. Schiff was a prominent German-born American Jewish banker and philanthropist, best known as a leading partner at Kuhn, Loeb & Co. and an influential figure in late 19th- and early 20th-century finance and Jewish communal life.
  • C. Marcus Loew
    Marcus Loew was an American theater chain magnate and film producer who became a pioneering studio executive by building the Loew's cinema empire and creating Metro-Goldwyn-Mayer (MGM).
  • D. Lewis Rothschild
    Lewis Rothschild is a sharp, idealistic White House aide and political advisor in the romantic comedy film "The American President."
  • E. Simon Baruch
    Simon Baruch was a German-born American physician and public health advocate known for promoting hydrotherapy and improving urban sanitation in the late 19th and early 20th centuries.
  • 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: Hugo Schiff
Triple: [Schiff, hasNotableBearer, Hugo Schiff]
Generated description
Hugo Schiff was a 19th-century Italian chemist best known for his work on aldehydes and amines, including the discovery of Schiff bases.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hugo Schiff
Target entity description: Hugo Schiff was a 19th-century Italian chemist best known for his work on aldehydes and amines, including the discovery of Schiff bases.
  • A. Solomon Loeb
    Solomon Loeb was a prominent 19th-century German-American banker and co-founder of the influential investment bank Kuhn, Loeb & Co.
  • B. Jacob H. Schiff
    Jacob H. Schiff was a prominent German-born American Jewish banker and philanthropist, best known as a leading partner at Kuhn, Loeb & Co. and an influential figure in late 19th- and early 20th-century finance and Jewish communal life.
  • C. Marcus Loew
    Marcus Loew was an American theater chain magnate and film producer who became a pioneering studio executive by building the Loew's cinema empire and creating Metro-Goldwyn-Mayer (MGM).
  • D. Lewis Rothschild
    Lewis Rothschild is a sharp, idealistic White House aide and political advisor in the romantic comedy film "The American President."
  • E. Simon Baruch
    Simon Baruch was a German-born American physician and public health advocate known for promoting hydrotherapy and improving urban sanitation in the late 19th and early 20th centuries.
  • 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_69c68811dd1c8190ac460bb39e64e1f0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6e9de21e081908f30700f6211c5ef completed March 27, 2026, 8:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e51b3ae88190b7d03aa59d6910f5 completed March 28, 2026, 2:26 p.m.
NEDg Description generation batch_69c7e68e8cc08190b21a9d095bb96394 completed March 28, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_69c7e76f3cd88190957e096c81e6e803 completed March 28, 2026, 2:36 p.m.
Created at: March 27, 2026, 2:54 p.m.