Triple

T21629644
Position Surface form Disambiguated ID Type / Status
Subject FirstRand Group E533794 entity
Predicate hasSubsidiary P254 FINISHED
Object Ashburton Investments
Ashburton Investments is a South African-based investment management company offering a range of asset management and investment solutions to institutional and individual investors.
E1493507 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: Ashburton Investments | Statement: [FirstRand Group, hasSubsidiary, Ashburton Investments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashburton Investments
Context triple: [FirstRand Group, hasSubsidiary, Ashburton Investments]
  • A. Van Orton Investments
    Van Orton Investments is a fictional high-powered financial firm that employs wealthy investment banker Nicholas Van Orton in the film "The Game."
  • B. Anabasis Investments
    Anabasis Investments is a film production company best known for its involvement in creating the 1982 action movie "First Blood."
  • C. Avalon Investments
    Avalon Investments is a financial investment firm associated with businessman and former Michigan governor Rick Snyder.
  • D. Arison Investments
    Arison Investments is a global investment firm and holding company that manages the diversified business and philanthropic interests of billionaire heiress Shari Arison.
  • E. Cascade Investment
    Cascade Investment is a private investment firm controlled by Bill Gates that manages a diversified portfolio including significant holdings in real estate, public equities, and private companies.
  • 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: Ashburton Investments
Triple: [FirstRand Group, hasSubsidiary, Ashburton Investments]
Generated description
Ashburton Investments is a South African-based investment management company offering a range of asset management and investment solutions to institutional and individual investors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashburton Investments
Target entity description: Ashburton Investments is a South African-based investment management company offering a range of asset management and investment solutions to institutional and individual investors.
  • A. Van Orton Investments
    Van Orton Investments is a fictional high-powered financial firm that employs wealthy investment banker Nicholas Van Orton in the film "The Game."
  • B. Anabasis Investments
    Anabasis Investments is a film production company best known for its involvement in creating the 1982 action movie "First Blood."
  • C. Avalon Investments
    Avalon Investments is a financial investment firm associated with businessman and former Michigan governor Rick Snyder.
  • D. Arison Investments
    Arison Investments is a global investment firm and holding company that manages the diversified business and philanthropic interests of billionaire heiress Shari Arison.
  • E. Cascade Investment
    Cascade Investment is a private investment firm controlled by Bill Gates that manages a diversified portfolio including significant holdings in real estate, public equities, and private companies.
  • 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_69e0c464fba881908d0ff2ac80511ce1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef5215ae3c81909e6dedba23822970 completed April 27, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f97ba188190b00ddfbbeee22499 completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a1020e67c8190a6faf7e8e458d48e completed May 17, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0a10ac13288190a1fbf21fa67a4ed2 completed May 17, 2026, 7:02 p.m.
Created at: April 16, 2026, 6:34 p.m.