Triple

T8244435
Position Surface form Disambiguated ID Type / Status
Subject The Mangler (1995 film) E192815 entity
Predicate screenwriter P2831 FINISHED
Object Peter Welbeck
Peter Welbeck is a screenwriting pseudonym used by British filmmaker and producer Harry Alan Towers, credited on numerous genre and exploitation films.
 E721801 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: Peter Welbeck | Statement: [The Mangler (1995 film), screenwriter, Peter Welbeck]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Peter Welbeck
Context triple: [The Mangler (1995 film), screenwriter, Peter Welbeck]
  • A. Wayne Rooney
    Wayne Rooney is an English former professional footballer and current manager, best known as Manchester United and England’s all-time leading goalscorer.
  • B. Owen Hargreaves
    Owen Hargreaves is a former professional footballer best known as a versatile midfielder who played for Bayern Munich, Manchester United, and the England national team.
  • C. Joe Cole
    Joe Cole is an English actor best known for his role as John Shelby in the television crime drama series "Peaky Blinders."
  • D. Billy Sharp
    Billy Sharp is an English professional footballer best known as a prolific striker, particularly for his goal-scoring exploits with Sheffield United.
  • E. Kerry Rooney
    Kerry Rooney is one of the children of American model and actress Barbara Ann Thomason, who was also known as Carolyn Mitchell.
  • 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: Peter Welbeck
Triple: [The Mangler (1995 film), screenwriter, Peter Welbeck]
Generated description
Peter Welbeck is a screenwriting pseudonym used by British filmmaker and producer Harry Alan Towers, credited on numerous genre and exploitation films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Peter Welbeck
Target entity description: Peter Welbeck is a screenwriting pseudonym used by British filmmaker and producer Harry Alan Towers, credited on numerous genre and exploitation films.
  • A. Wayne Rooney
    Wayne Rooney is an English former professional footballer and current manager, best known as Manchester United and England’s all-time leading goalscorer.
  • B. Owen Hargreaves
    Owen Hargreaves is a former professional footballer best known as a versatile midfielder who played for Bayern Munich, Manchester United, and the England national team.
  • C. Joe Cole
    Joe Cole is an English actor best known for his role as John Shelby in the television crime drama series "Peaky Blinders."
  • D. Billy Sharp
    Billy Sharp is an English professional footballer best known as a prolific striker, particularly for his goal-scoring exploits with Sheffield United.
  • E. Kerry Rooney
    Kerry Rooney is one of the children of American model and actress Barbara Ann Thomason, who was also known as Carolyn Mitchell.
  • 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_69ca82de7b8c81908d8106f8a53cff9b completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb78711f5081909c2f357334491a07 completed March 31, 2026, 7:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd352b1a288190bd13ef84bef7fa1c completed April 1, 2026, 3:09 p.m.
NEDg Description generation batch_69cd36ef47e88190ae96ea2459552247 completed April 1, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_69cd4edfda788190a29f5d9a7a61f6ed completed April 1, 2026, 4:59 p.m.
Created at: March 30, 2026, 5:47 p.m.