Herbalife
E103591
Herbalife is a global multi-level marketing company that sells nutritional supplements and weight-management products.
All labels observed (6)
| Label | Occurrences |
|---|---|
| Herbalife canonical | 4 |
| Herbalife Nutrition | 2 |
| Advocare | 1 |
| Herbalife Ltd. | 1 |
| Herbalife Nutrition Clubs | 1 |
| Herbalife Nutrition Ltd. | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T881574 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herbalife Context triple: [Carl Icahn, knownForInvestmentIn, Herbalife]
-
A.
Organix
Organix is the first studio album by hip hop band The Roots, showcasing their early jazz-influenced, live-instrument approach to rap music.
-
B.
PlumpJack Group
PlumpJack Group is a hospitality and lifestyle company known for its wineries, hotels, restaurants, and retail businesses, originally launched in San Francisco.
-
C.
Lovefeast
Lovefeast is a Christian communal meal and worship service, especially associated with Moravian and some Methodist traditions, that emphasizes fellowship, shared food, and spiritual unity rather than the sacramental elements of Holy Communion.
-
D.
Nestlé
Nestlé is a Swiss multinational food and beverage conglomerate and one of the world’s largest consumer goods companies.
-
E.
United Company
United Company was a prominent late 17th-century London theatre company formed by the merger of the King’s Company and the Duke’s Company, active during the Restoration period.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Herbalife Target entity description: Herbalife is a global multi-level marketing company that sells nutritional supplements and weight-management products.
-
A.
Organix
Organix is the first studio album by hip hop band The Roots, showcasing their early jazz-influenced, live-instrument approach to rap music.
-
B.
PlumpJack Group
PlumpJack Group is a hospitality and lifestyle company known for its wineries, hotels, restaurants, and retail businesses, originally launched in San Francisco.
-
C.
Lovefeast
Lovefeast is a Christian communal meal and worship service, especially associated with Moravian and some Methodist traditions, that emphasizes fellowship, shared food, and spiritual unity rather than the sacramental elements of Holy Communion.
-
D.
Nestlé
Nestlé is a Swiss multinational food and beverage conglomerate and one of the world’s largest consumer goods companies.
-
E.
United Company
United Company was a prominent late 17th-century London theatre company formed by the merger of the King’s Company and the Duke’s Company, active during the Restoration period.
- F. None of above. chosen
Statements (48)
| Predicate | Object |
|---|---|
| instanceOf |
multilevel marketing company
ⓘ
nutritional supplement company ⓘ public company ⓘ |
| brandName |
Herbalife Nutrition
ⓘ
linked to:
Herbalife
|
| businessModel | multi-level marketing ⓘ |
| compensationModel | multi-level distributor commissions ⓘ |
| coreProduct |
nutritional supplements
ⓘ
personal care products ⓘ sports nutrition products ⓘ weight-management products ⓘ |
| countryOfOrigin |
United States
ⓘ
linked to:
United States of America
|
| distributionChannel |
direct selling
ⓘ
independent distributors ⓘ |
| foundedBy | Mark R. Hughes ⓘ |
| foundedDate | 1980 ⓘ |
| hasControversy |
allegations of being a pyramid scheme
ⓘ
criticism of its multi-level marketing practices ⓘ regulatory investigations ⓘ |
| hasLanguage |
Chinese
ⓘ
English ⓘ Portuguese ⓘ Russian ⓘ Spanish ⓘ |
| hasProgram |
Herbalife Nutrition Clubs
ⓘ
linked to:
Herbalife
|
| headquartersLocation | Los Angeles, California, United States ⓘ |
| industry |
dietary supplements
ⓘ
multi-level marketing ⓘ weight management products ⓘ |
| legalForm | corporation ⓘ |
| marketingStrategy | network marketing ⓘ |
| marketScope | global ⓘ |
| operatesIn |
Africa
ⓘ
Asia-Pacific ⓘ Europe ⓘ Latin America ⓘ North America ⓘ |
| regulatoryAction | Federal Trade Commission settlement in the United States ⓘ |
| revenueSource | product sales through distributors ⓘ |
| sells |
aloe-based beverages
ⓘ
dietary supplements ⓘ energy drinks ⓘ meal replacement products ⓘ protein shakes ⓘ vitamins ⓘ |
| stockExchangeListing | New York Stock Exchange ⓘ |
| targetMarket |
fitness and sports enthusiasts
ⓘ
weight-loss consumers ⓘ |
| tickerSymbol | HLF ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Herbalife Description of subject: Herbalife is a global multi-level marketing company that sells nutritional supplements and weight-management products.
Referenced by (10)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject linked to:
NASCAR team Roush Fenway Racing
linked to: Herbalife
linked to: Herbalife
subject linked to:
Pershing Square Holdings (historical significant shareholder)
linked to: Herbalife
linked to: Herbalife