Triple

T20755869
Position Surface form Disambiguated ID Type / Status
Subject Herman Miller E510843 entity
Predicate collaboratedWith P435 FINISHED
Object Bill Stumpf
Bill Stumpf was an American industrial designer best known for co-designing iconic ergonomic office chairs such as the Aeron for Herman Miller.
E1452792 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: Bill Stumpf | Statement: [Herman Miller, collaboratedWith, Bill Stumpf]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Stumpf
Context triple: [Herman Miller, collaboratedWith, Bill Stumpf]
  • A. John Lutz
    John Lutz was an American crime and mystery novelist best known for his suspenseful thrillers, several of which were adapted for film and television.
  • B. Mike Richardson
    Mike Richardson is an American comic book publisher and film producer best known as the founder of Dark Horse Comics and for producing numerous comic-based films and television projects.
  • C. Mike Richardson
    Mike Richardson is a former NFL cornerback best known for playing with the Chicago Bears during their dominant mid-1980s era, including their Super Bowl XX championship season.
  • D. Jim Kripps
    Jim Kripps is a fictional character appearing in the work titled "The Silence."
  • E. Bill Steer
    Bill Steer is an English guitarist and songwriter best known as a founding member of the influential extreme metal band Carcass.
  • 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: Bill Stumpf
Triple: [Herman Miller, collaboratedWith, Bill Stumpf]
Generated description
Bill Stumpf was an American industrial designer best known for co-designing iconic ergonomic office chairs such as the Aeron for Herman Miller.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Stumpf
Target entity description: Bill Stumpf was an American industrial designer best known for co-designing iconic ergonomic office chairs such as the Aeron for Herman Miller.
  • A. John Lutz
    John Lutz was an American crime and mystery novelist best known for his suspenseful thrillers, several of which were adapted for film and television.
  • B. Mike Richardson
    Mike Richardson is an American comic book publisher and film producer best known as the founder of Dark Horse Comics and for producing numerous comic-based films and television projects.
  • C. Mike Richardson
    Mike Richardson is a former NFL cornerback best known for playing with the Chicago Bears during their dominant mid-1980s era, including their Super Bowl XX championship season.
  • D. Jim Kripps
    Jim Kripps is a fictional character appearing in the work titled "The Silence."
  • E. Bill Steer
    Bill Steer is an English guitarist and songwriter best known as a founding member of the influential extreme metal band Carcass.
  • 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_69e0b4c909ec8190b05987f1639513f6 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c22fbc4c8190866a888612c6ad23 completed April 21, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09006328588190b9d492848a377c54 completed May 16, 2026, 11:40 p.m.
NEDg Description generation batch_6a09011902f08190901eb097566807bd completed May 16, 2026, 11:43 p.m.
NED2 Entity disambiguation (via description) batch_6a090214d16c8190a3f4bf2211c9ef10 completed May 16, 2026, 11:47 p.m.
Created at: April 16, 2026, 12:35 p.m.