Triple

T3921936
Position Surface form Disambiguated ID Type / Status
Subject DeVos family E88979 entity
Predicate member P10 FINISHED
Object Cheri DeVos
Cheri DeVos is an American businesswoman and philanthropist best known as a member of the influential DeVos family associated with Amway and extensive conservative political and charitable activities.
 E184818 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: Cheri DeVos | Statement: [DeVos family, member, Cheri DeVos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cheri DeVos
Context triple: [DeVos family, member, Cheri DeVos]
  • A. Betsy DeVos
    Betsy DeVos is an American businesswoman and conservative political donor who served as the 11th United States Secretary of Education from 2017 to 2021.
  • B. Kathy Kraninger
    Kathy Kraninger is an American government official who served as Director of the Consumer Financial Protection Bureau under the Trump administration.
  • C. Grace Priebus
    Grace Priebus is the daughter of American attorney and political figure Reince Priebus, former White House Chief of Staff under President Donald Trump.
  • D. Debbie Wasserman Schultz
    Debbie Wasserman Schultz is an American Democratic politician and longtime U.S. Representative from Florida who has also served in key party leadership roles at the national level.
  • E. Tina Kotek
    Tina Kotek is an American politician and former state legislative leader who became the first openly lesbian governor in the United States.
  • 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: Cheri DeVos
Triple: [DeVos family, member, Cheri DeVos]
Generated description
Cheri DeVos is an American businesswoman and philanthropist best known as a member of the influential DeVos family associated with Amway and extensive conservative political and charitable activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cheri DeVos
Target entity description: Cheri DeVos is an American businesswoman and philanthropist best known as a member of the influential DeVos family associated with Amway and extensive conservative political and charitable activities.
  • A. Betsy DeVos chosen
    Betsy DeVos is an American businesswoman and conservative political donor who served as the 11th United States Secretary of Education from 2017 to 2021.
  • B. Kathy Kraninger
    Kathy Kraninger is an American government official who served as Director of the Consumer Financial Protection Bureau under the Trump administration.
  • C. Grace Priebus
    Grace Priebus is the daughter of American attorney and political figure Reince Priebus, former White House Chief of Staff under President Donald Trump.
  • D. Debbie Wasserman Schultz
    Debbie Wasserman Schultz is an American Democratic politician and longtime U.S. Representative from Florida who has also served in key party leadership roles at the national level.
  • E. Tina Kotek
    Tina Kotek is an American politician and former state legislative leader who became the first openly lesbian governor in the United States.
  • F. None of above.

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_69aed955229881909e85e73ffab1d343 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeed7a553c81909b65f8287293ecac completed March 9, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b53384bca08190af13ac3a417d8827 completed March 14, 2026, 10:08 a.m.
NEDg Description generation batch_69b53404294881908a91dced77133b57 completed March 14, 2026, 10:10 a.m.
NED2 Entity disambiguation (via description) batch_69b53482a40c8190bd62b0bc8df92c0c completed March 14, 2026, 10:12 a.m.
Created at: March 9, 2026, 3:22 p.m.