Triple

T7959585
Position Surface form Disambiguated ID Type / Status
Subject Democratic Party (South Africa) E184826 entity
Predicate notableLeader P304 FINISHED
Object Denis Worrall
Denis Worrall is a South African politician and diplomat best known as a prominent anti-apartheid reformist and co-founder of the Democratic Party.
 E720081 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: Denis Worrall | Statement: [Democratic Party (South Africa), notableLeader, Denis Worrall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Denis Worrall
Context triple: [Democratic Party (South Africa), notableLeader, Denis Worrall]
  • A. Denys Cowan
    Denys Cowan is an American comic book artist and producer best known for his influential work at DC Comics and as a founding figure behind the groundbreaking, Black-led publisher Milestone Media.
  • B. Brian Wyvill
    Brian Wyvill is a computer graphics researcher recognized for his influential contributions to the field, including receiving the prestigious Steven A. Coons Award.
  • C. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • D. Richard Bristow
    Richard Bristow was a 16th-century English Catholic scholar and theologian who contributed to the development and annotation of the Douay–Rheims Bible.
  • E. Edward Renouf
    Edward Renouf was an American chemist and educator known for his contributions to inorganic chemistry and for helping establish modern chemical instruction 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: Denis Worrall
Triple: [Democratic Party (South Africa), notableLeader, Denis Worrall]
Generated description
Denis Worrall is a South African politician and diplomat best known as a prominent anti-apartheid reformist and co-founder of the Democratic Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Denis Worrall
Target entity description: Denis Worrall is a South African politician and diplomat best known as a prominent anti-apartheid reformist and co-founder of the Democratic Party.
  • A. Denys Cowan
    Denys Cowan is an American comic book artist and producer best known for his influential work at DC Comics and as a founding figure behind the groundbreaking, Black-led publisher Milestone Media.
  • B. Brian Wyvill
    Brian Wyvill is a computer graphics researcher recognized for his influential contributions to the field, including receiving the prestigious Steven A. Coons Award.
  • C. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • D. Richard Bristow
    Richard Bristow was a 16th-century English Catholic scholar and theologian who contributed to the development and annotation of the Douay–Rheims Bible.
  • E. Edward Renouf
    Edward Renouf was an American chemist and educator known for his contributions to inorganic chemistry and for helping establish modern chemical instruction in the United States.
  • 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_69ca8293a2388190aace944d7ed9c0c0 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b8136448190890f007fb4fb7625 completed March 31, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd33cf48188190b57ac2fb1dbfa771 completed April 1, 2026, 3:03 p.m.
NEDg Description generation batch_69cd36ecc1d88190a978f1d51b0e1382 completed April 1, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_69cd4e7822e48190bb573162f224bd8c completed April 1, 2026, 4:57 p.m.
Created at: March 30, 2026, 5:12 p.m.