Triple

T19465021
Position Surface form Disambiguated ID Type / Status
Subject Africa Screams E486970 entity
Predicate screenwriter P2831 FINISHED
Object Martin Ragaway — NE NERFINISHED

How this triple was built (3 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: Martin Ragaway | Statement: [Africa Screams, screenwriter, Martin Ragaway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martin Ragaway
Context triple: [Africa Screams, screenwriter, Martin Ragaway]
  • A. Nicholas G. Gage
    Nicholas G. Gage is a Greek-American author and investigative journalist best known for his memoir "Eleni," which recounts his mother's execution during the Greek Civil War and his quest to uncover the truth behind it.
  • B. Brian Ruckley
    Brian Ruckley is a Scottish fantasy and comic book writer best known in comics for scripting IDW Publishing’s main Transformers series.
  • C. Brian G. Hutton
    Brian G. Hutton was an American film director and actor best known for helming popular war and action films in the late 1960s and early 1970s.
  • D. Thomas Royall
    Thomas Royall is a notable individual distinguished by carrying the Royall name, likely recognized within contexts related to that family or surname.
  • E. Ian J. Turpin
    Ian J. Turpin is a Scottish-born businessman and financial executive best known as the husband of Luci Baines Johnson, daughter of former U.S. President Lyndon B. Johnson.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martin Ragaway
Target entity description: Martin Ragaway was an American comedy writer and screenwriter known for his work on mid-20th-century films and television, including projects with prominent comic performers.
  • A. Nicholas G. Gage
    Nicholas G. Gage is a Greek-American author and investigative journalist best known for his memoir "Eleni," which recounts his mother's execution during the Greek Civil War and his quest to uncover the truth behind it.
  • B. Brian Ruckley
    Brian Ruckley is a Scottish fantasy and comic book writer best known in comics for scripting IDW Publishing’s main Transformers series.
  • C. Brian G. Hutton
    Brian G. Hutton was an American film director and actor best known for helming popular war and action films in the late 1960s and early 1970s.
  • D. Thomas Royall
    Thomas Royall is a notable individual distinguished by carrying the Royall name, likely recognized within contexts related to that family or surname.
  • E. Ian J. Turpin
    Ian J. Turpin is a Scottish-born businessman and financial executive best known as the husband of Luci Baines Johnson, daughter of former U.S. President Lyndon B. Johnson.
  • F. None of above. chosen

Provenance (2 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_69d8e8d86d608190bd199a98d0297f27 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e633d0fe3c8190b637f78bfad704d0 completed April 20, 2026, 2:10 p.m.
Created at: April 10, 2026, 1:39 p.m.