Triple

T22560102
Position Surface form Disambiguated ID Type / Status
Subject Mark R. Hughes E557788 entity
Predicate fullName P16 FINISHED
Object Mark Reynolds Hughes
Mark Reynolds Hughes was an American entrepreneur best known as the founder and CEO of the global nutrition company Herbalife.
E1544629 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: Mark Reynolds Hughes | Statement: [Mark R. Hughes, fullName, Mark Reynolds Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mark Reynolds Hughes
Context triple: [Mark R. Hughes, fullName, Mark Reynolds Hughes]
  • A. Al Hughes
    Al Hughes is the central character of the 1986 sitcom "The Redd Foxx Show," portrayed as a middle-aged man navigating family, work, and comedic everyday challenges.
  • B. Lloyd Hughes
    Lloyd Hughes was an American film actor of the silent and early sound era, known for his leading roles in adventure and drama films of the 1920s and 1930s.
  • C. David Edward Hughes
    David Edward Hughes was a 19th-century British inventor and physicist best known for pioneering work in telegraphy, the carbon microphone, and early radio wave detection.
  • D. Patrick Hughes
    Patrick Hughes is an Australian film director best known for helming action movies such as *The Expendables 3* and *The Hitman's Bodyguard*.
  • E. David Hodges
    David Hodges is an American songwriter, producer, and former Evanescence member known for co-writing numerous pop and rock hits for major artists.
  • 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: Mark Reynolds Hughes
Triple: [Mark R. Hughes, fullName, Mark Reynolds Hughes]
Generated description
Mark Reynolds Hughes was an American entrepreneur best known as the founder and CEO of the global nutrition company Herbalife.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mark Reynolds Hughes
Target entity description: Mark Reynolds Hughes was an American entrepreneur best known as the founder and CEO of the global nutrition company Herbalife.
  • A. Al Hughes
    Al Hughes is the central character of the 1986 sitcom "The Redd Foxx Show," portrayed as a middle-aged man navigating family, work, and comedic everyday challenges.
  • B. Lloyd Hughes
    Lloyd Hughes was an American film actor of the silent and early sound era, known for his leading roles in adventure and drama films of the 1920s and 1930s.
  • C. David Edward Hughes
    David Edward Hughes was a 19th-century British inventor and physicist best known for pioneering work in telegraphy, the carbon microphone, and early radio wave detection.
  • D. Patrick Hughes
    Patrick Hughes is an Australian film director best known for helming action movies such as *The Expendables 3* and *The Hitman's Bodyguard*.
  • E. David Hodges
    David Hodges is an American songwriter, producer, and former Evanescence member known for co-writing numerous pop and rock hits for major artists.
  • 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_6a0b3d4dffd08190a506137e1bac366a completed May 18, 2026, 4:24 p.m.
NEDg Description generation batch_6a0b3f078d7c8190ac84e8bf1726115f completed May 18, 2026, 4:32 p.m.
NED2 Entity disambiguation (via description) batch_6a0b3f8d85cc8190812924d466d18735 completed May 18, 2026, 4:34 p.m.
Created at: April 16, 2026, 8:52 p.m.