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.