Triple

T11075758
Position Surface form Disambiguated ID Type / Status
Subject Marmon Group E261860 entity
Predicate hasSubsidiary P254 FINISHED
Object Procor Limited
Procor Limited is a Canadian railcar leasing and fleet management company known for providing tank and freight cars to the rail industry.
E902933 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: Procor Limited | Statement: [Marmon Group, hasSubsidiary, Procor Limited]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Procor Limited
Context triple: [Marmon Group, hasSubsidiary, Procor Limited]
  • A. Prodeco Group
    Prodeco Group is a Colombian coal mining company formerly owned by Glencore, involved in the production and export of thermal coal.
  • B. Decurion Corporation
    Decurion Corporation is a privately held entertainment and real estate company best known as the parent of Pacific Theatres and the ArcLight Cinemas chain.
  • C. CRESTCo Limited
    CRESTCo Limited was the company that operated the UK’s CREST electronic securities settlement system before its functions were taken over by Euroclear.
  • D. THP Limited
    THP Limited is an engineering firm known for providing structural engineering services for major projects such as Paycor Stadium in Cincinnati, Ohio.
  • E. Comras Company
    Comras Company is a real estate development and management firm known for owning and operating prominent retail and mixed-use properties.
  • 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: Procor Limited
Triple: [Marmon Group, hasSubsidiary, Procor Limited]
Generated description
Procor Limited is a Canadian railcar leasing and fleet management company known for providing tank and freight cars to the rail industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Procor Limited
Target entity description: Procor Limited is a Canadian railcar leasing and fleet management company known for providing tank and freight cars to the rail industry.
  • A. Prodeco Group
    Prodeco Group is a Colombian coal mining company formerly owned by Glencore, involved in the production and export of thermal coal.
  • B. Decurion Corporation
    Decurion Corporation is a privately held entertainment and real estate company best known as the parent of Pacific Theatres and the ArcLight Cinemas chain.
  • C. CRESTCo Limited
    CRESTCo Limited was the company that operated the UK’s CREST electronic securities settlement system before its functions were taken over by Euroclear.
  • D. THP Limited
    THP Limited is an engineering firm known for providing structural engineering services for major projects such as Paycor Stadium in Cincinnati, Ohio.
  • E. Comras Company
    Comras Company is a real estate development and management firm known for owning and operating prominent retail and mixed-use properties.
  • 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_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_69e3c8cc77988190aad54f56dbd0f8cf completed April 18, 2026, 6:09 p.m.
NEDg Description generation batch_69e3cefc00148190a1850dc6e31523c3 completed April 18, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69e3d014a644819092c76aa02b573ca9 completed April 18, 2026, 6:40 p.m.
Created at: April 8, 2026, 9:26 p.m.