Triple

T11894888
Position Surface form Disambiguated ID Type / Status
Subject Zeppo Marx E283009 entity
Predicate coFounderOf P104 FINISHED
Object Marman Products Company
Marman Products Company was an aerospace and engineering firm co-founded by Zeppo Marx that became known for manufacturing precision clamps and related hardware used in aviation and space applications.
E952302 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: Marman Products Company | Statement: [Zeppo Marx, coFounderOf, Marman Products Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marman Products Company
Context triple: [Zeppo Marx, coFounderOf, Marman Products Company]
  • A. Walker Manufacturing Company
    Walker Manufacturing Company was the business enterprise founded by Madam C. J. Walker that produced and sold her pioneering hair care products for African American women.
  • B. Martin Company
    Martin Company was a major American aerospace and defense contractor known for developing missiles, spacecraft, and military systems before merging into Lockheed Martin.
  • C. Galvin Manufacturing Corporation
    Galvin Manufacturing Corporation was the original name of the company that later became Motorola, a major American telecommunications and electronics manufacturer.
  • D. Turman-Foster Company
    Turman-Foster Company is a film and television production company known for producing projects such as the movie "Caveman."
  • E. Massey Manufacturing Company
    Massey Manufacturing Company was a prominent 19th-century Canadian agricultural machinery manufacturer that later became part of the firm known as Massey-Harris and eventually Massey Ferguson.
  • 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: Marman Products Company
Triple: [Zeppo Marx, coFounderOf, Marman Products Company]
Generated description
Marman Products Company was an aerospace and engineering firm co-founded by Zeppo Marx that became known for manufacturing precision clamps and related hardware used in aviation and space applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marman Products Company
Target entity description: Marman Products Company was an aerospace and engineering firm co-founded by Zeppo Marx that became known for manufacturing precision clamps and related hardware used in aviation and space applications.
  • A. Walker Manufacturing Company
    Walker Manufacturing Company was the business enterprise founded by Madam C. J. Walker that produced and sold her pioneering hair care products for African American women.
  • B. Martin Company
    Martin Company was a major American aerospace and defense contractor known for developing missiles, spacecraft, and military systems before merging into Lockheed Martin.
  • C. Galvin Manufacturing Corporation
    Galvin Manufacturing Corporation was the original name of the company that later became Motorola, a major American telecommunications and electronics manufacturer.
  • D. Turman-Foster Company
    Turman-Foster Company is a film and television production company known for producing projects such as the movie "Caveman."
  • E. Massey Manufacturing Company
    Massey Manufacturing Company was a prominent 19th-century Canadian agricultural machinery manufacturer that later became part of the firm known as Massey-Harris and eventually Massey Ferguson.
  • 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_69d6ab2a90b08190a4e818821cc93e6d completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8dd1286808190949719f54ff49a01 completed April 10, 2026, 11:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69f41811e5ac8190a3e397e31f19bca1 completed May 1, 2026, 3:03 a.m.
NEDg Description generation batch_69f41f1c21388190b6ecb0fd602abb7d completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f42283c4cc81909793834ef65d2514 completed May 1, 2026, 3:48 a.m.
Created at: April 8, 2026, 9:44 p.m.