Triple

T22560135
Position Surface form Disambiguated ID Type / Status
Subject Mark R. Hughes E557788 entity
Predicate legacy P267 FINISHED
Object Herbalife Mark Hughes Children’s Foundation
The Herbalife Mark Hughes Children’s Foundation is a charitable organization dedicated to improving the lives, nutrition, and well-being of children worldwide, established in memory of Herbalife founder Mark R. Hughes.
 E1543446 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: Herbalife Mark Hughes Children’s Foundation | Statement: [Mark R. Hughes, legacy, Herbalife Mark Hughes Children’s Foundation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Herbalife Mark Hughes Children’s Foundation
Context triple: [Mark R. Hughes, legacy, Herbalife Mark Hughes Children’s Foundation]
  • A. Eve Branson Foundation
    The Eve Branson Foundation is a charitable organization focused on improving education, health, and economic opportunities for disadvantaged communities, particularly in Morocco’s Atlas Mountains.
  • B. World Childhood Foundation
    The World Childhood Foundation is an international non-profit organization dedicated to protecting children from violence, exploitation, and sexual abuse, co-founded by Queen Silvia of Sweden.
  • C. Life Makers Foundation
    Life Makers Foundation is an Egyptian non-governmental organization focused on youth-driven community development, education, and social welfare initiatives across the Arab world.
  • D. Stephen Lewis Foundation
    The Stephen Lewis Foundation is a Canadian charitable organization that supports community-based initiatives in Africa to combat HIV/AIDS and its impacts, particularly among women, children, and grandmothers.
  • E. Hyde Family Foundation
    The Hyde Family Foundation is a philanthropic organization known for supporting education reform, community development, and cultural initiatives, particularly in Memphis, Tennessee.
  • 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: Herbalife Mark Hughes Children’s Foundation
Triple: [Mark R. Hughes, legacy, Herbalife Mark Hughes Children’s Foundation]
Generated description
The Herbalife Mark Hughes Children’s Foundation is a charitable organization dedicated to improving the lives, nutrition, and well-being of children worldwide, established in memory of Herbalife founder Mark R. Hughes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Herbalife Mark Hughes Children’s Foundation
Target entity description: The Herbalife Mark Hughes Children’s Foundation is a charitable organization dedicated to improving the lives, nutrition, and well-being of children worldwide, established in memory of Herbalife founder Mark R. Hughes.
  • A. Eve Branson Foundation
    The Eve Branson Foundation is a charitable organization focused on improving education, health, and economic opportunities for disadvantaged communities, particularly in Morocco’s Atlas Mountains.
  • B. World Childhood Foundation
    The World Childhood Foundation is an international non-profit organization dedicated to protecting children from violence, exploitation, and sexual abuse, co-founded by Queen Silvia of Sweden.
  • C. Life Makers Foundation
    Life Makers Foundation is an Egyptian non-governmental organization focused on youth-driven community development, education, and social welfare initiatives across the Arab world.
  • D. Stephen Lewis Foundation
    The Stephen Lewis Foundation is a Canadian charitable organization that supports community-based initiatives in Africa to combat HIV/AIDS and its impacts, particularly among women, children, and grandmothers.
  • E. Hyde Family Foundation
    The Hyde Family Foundation is a philanthropic organization known for supporting education reform, community development, and cultural initiatives, particularly in Memphis, Tennessee.
  • 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_69e11e59db848190b4272ecd2b690ffd completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15f7c914881909584c46ae323c779 completed April 29, 2026, 1:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b2d6d8bd88190a0716294f22fd32b completed May 18, 2026, 3:17 p.m.
NEDg Description generation batch_6a0b364718308190937c3b7ae90ea9df completed May 18, 2026, 3:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0b37a1ecc08190ac89e862582833a0 completed May 18, 2026, 4 p.m.
Created at: April 16, 2026, 8:52 p.m.