Triple
T1604580
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dan DeVos |
E34471
|
entity |
| Predicate | affiliatedWith |
P254
|
FINISHED |
| Object |
Amway
Amway is a global multi-level marketing company that sells health, beauty, and home care products through a network of independent distributors.
|
E182922
|
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: Amway | Statement: [Dan DeVos, affiliatedWith, Amway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amway Context triple: [Dan DeVos, affiliatedWith, Amway]
-
A.
Herbalife
Herbalife is a global multi-level marketing company that sells nutritional supplements and weight-management products.
-
B.
Inspire Brands
Inspire Brands is a large American multi-brand restaurant company that owns and operates chains such as Arby’s, Buffalo Wild Wings, Sonic Drive-In, and Dunkin’.
-
C.
Bath & Body Works
Bath & Body Works is a major American retail chain specializing in scented personal care products, candles, and home fragrances, known for its mall-based stores and seasonal collections.
-
D.
L&M
L&M is an international cigarette brand owned by Philip Morris, known for its mid-priced positioning in the global tobacco market.
-
E.
ITG Brands
ITG Brands is a major U.S. tobacco company known for manufacturing and marketing a portfolio of cigarette and cigar brands that compete with other leading tobacco firms.
- 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: Amway Triple: [Dan DeVos, affiliatedWith, Amway]
Generated description
Amway is a global multi-level marketing company that sells health, beauty, and home care products through a network of independent distributors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amway Target entity description: Amway is a global multi-level marketing company that sells health, beauty, and home care products through a network of independent distributors.
-
A.
Herbalife
Herbalife is a global multi-level marketing company that sells nutritional supplements and weight-management products.
-
B.
Inspire Brands
Inspire Brands is a large American multi-brand restaurant company that owns and operates chains such as Arby’s, Buffalo Wild Wings, Sonic Drive-In, and Dunkin’.
-
C.
Bath & Body Works
Bath & Body Works is a major American retail chain specializing in scented personal care products, candles, and home fragrances, known for its mall-based stores and seasonal collections.
-
D.
L&M
L&M is an international cigarette brand owned by Philip Morris, known for its mid-priced positioning in the global tobacco market.
-
E.
ITG Brands
ITG Brands is a major U.S. tobacco company known for manufacturing and marketing a portfolio of cigarette and cigar brands that compete with other leading tobacco firms.
- 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_69a885fea6a481909fe83ba6441f1774 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9096a165c8190aec1d2ae6bd10e18 |
completed | March 5, 2026, 4:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51bcdebc81909520786c560598b6 |
completed | March 8, 2026, 10:38 a.m. |
| NEDg | Description generation | batch_69ad52c9e3e8819094a91530ec91541c |
completed | March 8, 2026, 10:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad5330a9048190bd07e118c09d7eae |
completed | March 8, 2026, 10:45 a.m. |
Created at: March 4, 2026, 7:28 p.m.