Triple

T1282885
Position Surface form Disambiguated ID Type / Status
Subject Raymond Loewy E27365 entity
Predicate employer P7 FINISHED
Object Studebaker (as design consultant)
Studebaker (as design consultant) refers to the American automobile manufacturer’s collaboration with industrial designer Raymond Loewy, under which he shaped many of the company’s most iconic mid-20th-century car designs.
E146847 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: Studebaker (as design consultant) | Statement: [Raymond Loewy, employer, Studebaker (as design consultant)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Studebaker (as design consultant)
Context triple: [Raymond Loewy, employer, Studebaker (as design consultant)]
  • A. General Motors Styling Section
    General Motors Styling Section was the in-house design division of General Motors responsible for creating the company’s automotive styling, concept cars, and public design showcases.
  • B. Packard
    Packard is a surname most prominently associated with David Packard, the American electrical engineer and co-founder of Hewlett-Packard.
  • C. Packard Motor Car Company
    Packard Motor Car Company was a prominent American luxury automobile manufacturer that also produced high-performance aircraft engines, especially during World War II.
  • D. GM Motorama
    GM Motorama was General Motors’ traveling auto show of the 1950s that showcased futuristic concept cars and new production models to the public.
  • E. Pullman Palace Car Company
    Pullman Palace Car Company was a prominent 19th-century American manufacturer and operator of luxury railroad sleeping cars, best known for its role in the landmark Pullman Strike of 1894.
  • 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: Studebaker (as design consultant)
Triple: [Raymond Loewy, employer, Studebaker (as design consultant)]
Generated description
Studebaker (as design consultant) refers to the American automobile manufacturer’s collaboration with industrial designer Raymond Loewy, under which he shaped many of the company’s most iconic mid-20th-century car designs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Studebaker (as design consultant)
Target entity description: Studebaker (as design consultant) refers to the American automobile manufacturer’s collaboration with industrial designer Raymond Loewy, under which he shaped many of the company’s most iconic mid-20th-century car designs.
  • A. General Motors Styling Section
    General Motors Styling Section was the in-house design division of General Motors responsible for creating the company’s automotive styling, concept cars, and public design showcases.
  • B. Packard
    Packard is a surname most prominently associated with David Packard, the American electrical engineer and co-founder of Hewlett-Packard.
  • C. Packard Motor Car Company
    Packard Motor Car Company was a prominent American luxury automobile manufacturer that also produced high-performance aircraft engines, especially during World War II.
  • D. GM Motorama
    GM Motorama was General Motors’ traveling auto show of the 1950s that showcased futuristic concept cars and new production models to the public.
  • E. Pullman Palace Car Company
    Pullman Palace Car Company was a prominent 19th-century American manufacturer and operator of luxury railroad sleeping cars, best known for its role in the landmark Pullman Strike of 1894.
  • 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_69a496d3710c8190955dee8bc0dacb50 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c0b47be08190828a1c0a11d94ce8 completed March 1, 2026, 10:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69aca2fdb3ac81909bc836e2a655130c completed March 7, 2026, 10:13 p.m.
NEDg Description generation batch_69aca76c18d081908154d2a04c7a3328 completed March 7, 2026, 10:32 p.m.
NED2 Entity disambiguation (via description) batch_69aca7d3c740819084c87134e5818455 completed March 7, 2026, 10:33 p.m.
Created at: March 1, 2026, 7:50 p.m.