Triple

T3692204
Position Surface form Disambiguated ID Type / Status
Subject Snowpiercer (US distribution) E78367 entity
Predicate screenwriter P2831 FINISHED
Object Kelly Masterson
Kelly Masterson is an American screenwriter and playwright best known for his work on the films "Before the Devil Knows You're Dead" and "Snowpiercer."
E384213 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: Kelly Masterson | Statement: [Snowpiercer (US distribution), screenwriter, Kelly Masterson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kelly Masterson
Context triple: [Snowpiercer (US distribution), screenwriter, Kelly Masterson]
  • A. Kay Medford
    Kay Medford was an American stage and screen actress best known for her Tony- and Oscar-nominated portrayal of Fanny Brice’s mother in the musical and film "Funny Girl."
  • B. Teaira McCowan
    Teaira McCowan is an American professional basketball center in the WNBA known for her dominant interior presence, rebounding, and shot-blocking ability.
  • C. Lindsey Weber
    Lindsey Weber is a film and television producer known for her work on major genre projects including the science-fiction blockbuster "Star Trek Beyond."
  • D. Courtney Eaton
    Courtney Eaton is an Australian actress and model best known for her roles in action and fantasy films such as "Mad Max: Fury Road" and "Gods of Egypt."
  • E. Kelly Candaele
    Kelly Candaele is an American writer and filmmaker best known for inspiring and contributing to the story behind the baseball film "A League of Their Own."
  • 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: Kelly Masterson
Triple: [Snowpiercer (US distribution), screenwriter, Kelly Masterson]
Generated description
Kelly Masterson is an American screenwriter and playwright best known for his work on the films "Before the Devil Knows You're Dead" and "Snowpiercer."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kelly Masterson
Target entity description: Kelly Masterson is an American screenwriter and playwright best known for his work on the films "Before the Devil Knows You're Dead" and "Snowpiercer."
  • A. Kay Medford
    Kay Medford was an American stage and screen actress best known for her Tony- and Oscar-nominated portrayal of Fanny Brice’s mother in the musical and film "Funny Girl."
  • B. Teaira McCowan
    Teaira McCowan is an American professional basketball center in the WNBA known for her dominant interior presence, rebounding, and shot-blocking ability.
  • C. Lindsey Weber
    Lindsey Weber is a film and television producer known for her work on major genre projects including the science-fiction blockbuster "Star Trek Beyond."
  • D. Courtney Eaton
    Courtney Eaton is an Australian actress and model best known for her roles in action and fantasy films such as "Mad Max: Fury Road" and "Gods of Egypt."
  • E. Kelly Candaele
    Kelly Candaele is an American writer and filmmaker best known for inspiring and contributing to the story behind the baseball film "A League of Their Own."
  • 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_69ad85e285a081908f8cbfa9e2ed9b75 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc4e783a88190b2837a68b8723a25 completed March 8, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4db01e118819090438d80898cf73b completed March 14, 2026, 3:50 a.m.
NEDg Description generation batch_69b4dbd0b6e88190a857afe3c1041788 completed March 14, 2026, 3:53 a.m.
NED2 Entity disambiguation (via description) batch_69b4dc5114ec8190aee92e21a48ae268 completed March 14, 2026, 3:56 a.m.
Created at: March 8, 2026, 3:26 p.m.