Triple

T11075762
Position Surface form Disambiguated ID Type / Status
Subject Marmon Group E261860 entity
Predicate hasSubsidiary P254 FINISHED
Object Marmon Industrial Products
Marmon Industrial Products is a business unit within the Marmon Group that focuses on manufacturing and supplying specialized industrial components and equipment for a range of commercial and industrial applications.
E261860 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: Marmon Industrial Products | Statement: [Marmon Group, hasSubsidiary, Marmon Industrial Products]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marmon Industrial Products
Context triple: [Marmon Group, hasSubsidiary, Marmon Industrial Products]
  • A. Marmon Group
    Marmon Group is a large American industrial holding company with diversified manufacturing and service businesses, historically owned and developed by the Pritzker family.
  • B. Baldwin-Lima-Hamilton Corporation
    Baldwin-Lima-Hamilton Corporation was a major mid-20th-century American manufacturer formed through mergers that produced locomotives, construction equipment, and industrial machinery.
  • C. Litton Industries
    Litton Industries was a major American conglomerate best known for its diversified operations in electronics, defense, and industrial manufacturing during the mid-20th century.
  • D. Republic Industries
    Republic Industries was a diversified American holding company that grew rapidly through acquisitions in waste management, auto dealerships, and car rental services before evolving into what became AutoNation and Republic Services.
  • E. Studebaker-Worthington
    Studebaker-Worthington was an American diversified manufacturing conglomerate formed in the 1960s through mergers involving the historic Studebaker automobile company and other industrial firms.
  • 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: Marmon Industrial Products
Triple: [Marmon Group, hasSubsidiary, Marmon Industrial Products]
Generated description
Marmon Industrial Products is a business unit within the Marmon Group that focuses on manufacturing and supplying specialized industrial components and equipment for a range of commercial and industrial applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marmon Industrial Products
Target entity description: Marmon Industrial Products is a business unit within the Marmon Group that focuses on manufacturing and supplying specialized industrial components and equipment for a range of commercial and industrial applications.
  • A. Marmon Group chosen
    Marmon Group is a large American industrial holding company with diversified manufacturing and service businesses, historically owned and developed by the Pritzker family.
  • B. Baldwin-Lima-Hamilton Corporation
    Baldwin-Lima-Hamilton Corporation was a major mid-20th-century American manufacturer formed through mergers that produced locomotives, construction equipment, and industrial machinery.
  • C. Litton Industries
    Litton Industries was a major American conglomerate best known for its diversified operations in electronics, defense, and industrial manufacturing during the mid-20th century.
  • D. Republic Industries
    Republic Industries was a diversified American holding company that grew rapidly through acquisitions in waste management, auto dealerships, and car rental services before evolving into what became AutoNation and Republic Services.
  • E. Studebaker-Worthington
    Studebaker-Worthington was an American diversified manufacturing conglomerate formed in the 1960s through mergers involving the historic Studebaker automobile company and other industrial firms.
  • F. None of above.

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_69d6aa9983c08190b0ef61603b69feac completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7994fcbc081908ff8f7321c0c5892 completed April 9, 2026, 12:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69e441b1b4dc8190a572d4d6269540cd completed April 19, 2026, 2:45 a.m.
NEDg Description generation batch_69e44c0606408190819b9d3fd58f818f completed April 19, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e4510dc55081908f89aab15726b2a8 completed April 19, 2026, 3:50 a.m.
Created at: April 8, 2026, 9:26 p.m.