Triple

T2245910
Position Surface form Disambiguated ID Type / Status
Subject All Quiet on the Western Front (2022 film) E49503 entity
Predicate screenwriter P2831 FINISHED
Object Ian Stokell
Ian Stokell is a screenwriter best known for co-writing the 2022 film adaptation of "All Quiet on the Western Front."
 E251204 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: Ian Stokell | Statement: [All Quiet on the Western Front (2022 film), screenwriter, Ian Stokell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ian Stokell
Context triple: [All Quiet on the Western Front (2022 film), screenwriter, Ian Stokell]
  • A. Bill Foulkes
    Bill Foulkes was an English footballer best known as a long-serving, tough-tackling defender for Manchester United and a key figure in the club’s post-war and Busby Babes eras.
  • B. Lew Hayman
    Lew Hayman was a prominent Canadian football coach and executive, best known for his influential roles with teams like the Toronto Argonauts and for helping shape the modern Canadian Football League.
  • C. William Stanier
    William Stanier was a prominent British railway engineer best known for designing many of the London, Midland and Scottish Railway’s most successful steam locomotives in the 1930s.
  • D. John Pinder
    John Pinder was an influential Australian entertainment entrepreneur and producer best known for his pivotal role in developing the country’s live comedy scene and major festivals.
  • E. Gorden Tallis
    Gorden Tallis is a former Australian rugby league forward renowned for his powerful running and leadership for the Brisbane Broncos, Queensland Maroons, and the Australian national team.
  • 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: Ian Stokell
Triple: [All Quiet on the Western Front (2022 film), screenwriter, Ian Stokell]
Generated description
Ian Stokell is a screenwriter best known for co-writing the 2022 film adaptation of "All Quiet on the Western Front."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ian Stokell
Target entity description: Ian Stokell is a screenwriter best known for co-writing the 2022 film adaptation of "All Quiet on the Western Front."
  • A. Bill Foulkes
    Bill Foulkes was an English footballer best known as a long-serving, tough-tackling defender for Manchester United and a key figure in the club’s post-war and Busby Babes eras.
  • B. Lew Hayman
    Lew Hayman was a prominent Canadian football coach and executive, best known for his influential roles with teams like the Toronto Argonauts and for helping shape the modern Canadian Football League.
  • C. William Stanier
    William Stanier was a prominent British railway engineer best known for designing many of the London, Midland and Scottish Railway’s most successful steam locomotives in the 1930s.
  • D. John Pinder
    John Pinder was an influential Australian entertainment entrepreneur and producer best known for his pivotal role in developing the country’s live comedy scene and major festivals.
  • E. Gorden Tallis
    Gorden Tallis is a former Australian rugby league forward renowned for his powerful running and leadership for the Brisbane Broncos, Queensland Maroons, and the Australian national team.
  • 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_69a88aa979788190ad6500f1d8eee2fc completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0ea75d881909d4e176a432f32e8 completed March 7, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71c1edd081909acbb8b1915ce0d6 completed March 9, 2026, 7:07 a.m.
NEDg Description generation batch_69ae727388f48190bbb516e1cc907689 completed March 9, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_69ae733c44008190ac1429da66cf77aa completed March 9, 2026, 7:14 a.m.
Created at: March 4, 2026, 7:47 p.m.