Triple

T12653029
Position Surface form Disambiguated ID Type / Status
Subject Walton family E302211 entity
Predicate controlsThrough P30853 FINISHED
Object Walton Enterprises LLC
Walton Enterprises LLC is the primary private holding company used by the Walton family, heirs to the Walmart fortune, to manage and consolidate their vast business and investment interests.
E996608 NE FINISHED

How this triple was built (5 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: Walton Enterprises LLC | Statement: [Walton family, controlsThrough, Walton Enterprises LLC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walton Enterprises LLC
Context triple: [Walton family, controlsThrough, Walton Enterprises LLC]
  • A. Woodard Corporation
    Woodard Corporation is a group of Anglican-founded independent schools in the United Kingdom, known for providing education with a strong Christian ethos.
  • B. Lee Enterprises
    Lee Enterprises is a major American media company that owns and operates numerous newspapers and digital publications across the United States.
  • C. Fuqua Enterprises
    Fuqua Enterprises was a diversified holding company founded and led by American businessman and philanthropist J. B. Fuqua, active in industries such as broadcasting, manufacturing, and insurance.
  • D. The Walsh Group
    The Walsh Group is a major U.S.-based construction and general contracting firm known for large-scale infrastructure, building, and transportation projects.
  • E. Wirtz Corporation
    Wirtz Corporation is a Chicago-based, family-owned holding company with major interests in sports, liquor distribution, and real estate, best known for controlling the NHL’s Chicago Blackhawks.
  • 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: Walton Enterprises LLC
Triple: [Walton family, controlsThrough, Walton Enterprises LLC]
Generated description
Walton Enterprises LLC is the primary private holding company used by the Walton family, heirs to the Walmart fortune, to manage and consolidate their vast business and investment interests.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walton Enterprises LLC
Target entity description: Walton Enterprises LLC is the primary private holding company used by the Walton family, heirs to the Walmart fortune, to manage and consolidate their vast business and investment interests.
  • A. Woodard Corporation
    Woodard Corporation is a group of Anglican-founded independent schools in the United Kingdom, known for providing education with a strong Christian ethos.
  • B. Lee Enterprises
    Lee Enterprises is a major American media company that owns and operates numerous newspapers and digital publications across the United States.
  • C. Fuqua Enterprises
    Fuqua Enterprises was a diversified holding company founded and led by American businessman and philanthropist J. B. Fuqua, active in industries such as broadcasting, manufacturing, and insurance.
  • D. The Walsh Group
    The Walsh Group is a major U.S.-based construction and general contracting firm known for large-scale infrastructure, building, and transportation projects.
  • E. Wirtz Corporation
    Wirtz Corporation is a Chicago-based, family-owned holding company with major interests in sports, liquor distribution, and real estate, best known for controlling the NHL’s Chicago Blackhawks.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: controlsThrough
Context triple: [Walton family, controlsThrough, Walton Enterprises LLC]
  • A. controlFrom
    Indicates that one entity exercises authority, influence, or regulatory power over another entity or process.
  • B. controlsType
    Indicates that one entity has authority over, or the ability to direct or regulate, the type or category of another entity.
  • C. exportControl
    Indicates that an entity is subject to rules or restrictions governing the transfer or export of goods, services, or information across borders.
  • D. canBeControlledFrom
    Indicates that one entity has the ability or authority to operate, direct, or manage another entity remotely or indirectly.
  • E. canControl chosen
    Indicates that one entity has the ability or authority to direct, manage, or influence the behavior or state of another entity.
  • F. None of above.

Provenance (6 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_69d7bded71a88190bb76e2413af9ea66 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9617b07ec8190b714f04ae6654060 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6688104d48190939933b93b7e60cc completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f66c572f848190a8cad6311d3315a3 completed May 2, 2026, 9:27 p.m.
NED2 Entity disambiguation (via description) batch_69f66cef79148190a052fb9ade3b0d27 completed May 2, 2026, 9:30 p.m.
PD Predicate disambiguation batch_69d960b78ce8819091f15dd5013e6da5 completed April 10, 2026, 8:42 p.m.
Created at: April 9, 2026, 5:18 p.m.