Triple

T4558957
Position Surface form Disambiguated ID Type / Status
Subject Jean Zuber et Cie E120547 entity
Predicate foundedBy P104 FINISHED
Object Jean Zuber
Jean Zuber was a French industrialist best known as the founder of the renowned wallpaper manufacturer Jean Zuber et Cie, famous for its high-quality panoramic scenic wallpapers.
E453183 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: Jean Zuber | Statement: [Jean Zuber et Cie, foundedBy, Jean Zuber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jean Zuber
Context triple: [Jean Zuber et Cie, foundedBy, Jean Zuber]
  • A. Michael Kozoll
    Michael Kozoll is an American television writer and producer best known for co-creating the influential police drama series "Hill Street Blues."
  • B. Alex Zülle
    Alex Zülle is a retired Swiss professional road cyclist best known as a two-time Vuelta a España winner and multiple Grand Tour podium finisher in the 1990s.
  • C. Peter Zinner
    Peter Zinner was an Austrian-born American film editor renowned for his work on major Hollywood films, including classics like The Deer Hunter and The Godfather.
  • D. Michael Wandmacher
    Michael Wandmacher is an American film and television composer known for his work on horror and action projects, including the score for "My Bloody Valentine 3D."
  • E. Philip Steuer
    Philip Steuer is a film producer best known for his work on major studio projects, including the Disney drama "Saving Mr. Banks."
  • 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: Jean Zuber
Triple: [Jean Zuber et Cie, foundedBy, Jean Zuber]
Generated description
Jean Zuber was a French industrialist best known as the founder of the renowned wallpaper manufacturer Jean Zuber et Cie, famous for its high-quality panoramic scenic wallpapers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jean Zuber
Target entity description: Jean Zuber was a French industrialist best known as the founder of the renowned wallpaper manufacturer Jean Zuber et Cie, famous for its high-quality panoramic scenic wallpapers.
  • A. Michael Kozoll
    Michael Kozoll is an American television writer and producer best known for co-creating the influential police drama series "Hill Street Blues."
  • B. Alex Zülle
    Alex Zülle is a retired Swiss professional road cyclist best known as a two-time Vuelta a España winner and multiple Grand Tour podium finisher in the 1990s.
  • C. Peter Zinner
    Peter Zinner was an Austrian-born American film editor renowned for his work on major Hollywood films, including classics like The Deer Hunter and The Godfather.
  • D. Michael Wandmacher
    Michael Wandmacher is an American film and television composer known for his work on horror and action projects, including the score for "My Bloody Valentine 3D."
  • E. Philip Steuer
    Philip Steuer is a film producer best known for his work on major studio projects, including the Disney drama "Saving Mr. Banks."
  • 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd5829cc34819086ad2ae58446502e completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdc58c3fb08190ae1bc599d53e6e76 completed March 20, 2026, 10:09 p.m.
NEDg Description generation batch_69bdc975c07c8190b506bf8ece290739 completed March 20, 2026, 10:25 p.m.
NED2 Entity disambiguation (via description) batch_69bdc9f824a081909df0ae6d89fc8448 completed March 20, 2026, 10:28 p.m.
Created at: March 20, 2026, 1:09 p.m.