Triple

T3154777
Position Surface form Disambiguated ID Type / Status
Subject John Wick: Chapter 3 – Parabellum E65958 entity
Predicate writer P1360 FINISHED
Object Marc Abrams
Marc Abrams is a screenwriter best known for co-writing the action film "John Wick: Chapter 3 – Parabellum."
E331515 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: Marc Abrams | Statement: [John Wick: Chapter 3 – Parabellum, writer, Marc Abrams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marc Abrams
Context triple: [John Wick: Chapter 3 – Parabellum, writer, Marc Abrams]
  • A. Josh Groban
    Josh Groban is an American singer, songwriter, and actor known for his powerful baritone voice and crossover classical-pop ballads.
  • B. Gene Pitney
    Gene Pitney was an American singer-songwriter known for his dramatic pop hits of the 1960s, including "Town Without Pity" and "Only Love Can Break a Heart."
  • C. Jason Mraz
    Jason Mraz is an American singer-songwriter known for his laid-back acoustic pop style and hit songs like "I'm Yours" and "I Won't Give Up."
  • D. Kris Allen
    Kris Allen is an American singer-songwriter best known as the winner of the eighth season of "American Idol."
  • E. Justin Timberlake
    Justin Timberlake is an American singer, songwriter, actor, and former *NSYNC member who became one of the most prominent pop and R&B artists of the 2000s and 2010s.
  • 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: Marc Abrams
Triple: [John Wick: Chapter 3 – Parabellum, writer, Marc Abrams]
Generated description
Marc Abrams is a screenwriter best known for co-writing the action film "John Wick: Chapter 3 – Parabellum."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marc Abrams
Target entity description: Marc Abrams is a screenwriter best known for co-writing the action film "John Wick: Chapter 3 – Parabellum."
  • A. Josh Groban
    Josh Groban is an American singer, songwriter, and actor known for his powerful baritone voice and crossover classical-pop ballads.
  • B. Gene Pitney
    Gene Pitney was an American singer-songwriter known for his dramatic pop hits of the 1960s, including "Town Without Pity" and "Only Love Can Break a Heart."
  • C. Jason Mraz
    Jason Mraz is an American singer-songwriter known for his laid-back acoustic pop style and hit songs like "I'm Yours" and "I Won't Give Up."
  • D. Kris Allen
    Kris Allen is an American singer-songwriter best known as the winner of the eighth season of "American Idol."
  • E. Justin Timberlake
    Justin Timberlake is an American singer, songwriter, actor, and former *NSYNC member who became one of the most prominent pop and R&B artists of the 2000s and 2010s.
  • 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_69ad8584485081909ed529e890cadc4a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5e7f4688190b477186254f8a572 completed March 8, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b22503ba208190814ab2bfbe380c42 completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b225ee67c48190879edf50981641ab completed March 12, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69b22659f79c81908f33769dff3cc57d completed March 12, 2026, 2:35 a.m.
Created at: March 8, 2026, 3:05 p.m.