Triple

T6953522
Position Surface form Disambiguated ID Type / Status
Subject Shots Fired E161184 entity
Predicate portrayedBy P1507 FINISHED
Object Stephan James
Stephan James is a Canadian actor known for his acclaimed performances in films like "Race" and "If Beale Street Could Talk," as well as in television series such as "Homecoming."
 E632042 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: Stephan James | Statement: [Shots Fired, portrayedBy, Stephan James]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stephan James
Context triple: [Shots Fired, portrayedBy, Stephan James]
  • A. Michael Stephen
    Michael Stephen is a physicist best known for co-developing the influential Bardeen–Stephen model that describes flux flow in type-II superconductors.
  • B. Mark James
    Mark James is an American songwriter best known for penning enduring hits such as "Suspicious Minds" and "Always on My Mind."
  • C. Stephen Glenn Martin
    Stephen Glenn Martin is an American comedian, actor, writer, musician, and producer renowned for his stand-up comedy, film roles, and banjo performances.
  • D. Sid Jeffers
    Sid Jeffers is a fictional character from the film "Humoresque," involved in the dramatic world surrounding a talented but troubled violinist.
  • E. Kristopher Lee Bryant
    Kristopher Lee Bryant is an American professional baseball player, primarily a third baseman and outfielder, known for his All-Star seasons and key role in helping the Chicago Cubs win the 2016 World Series.
  • 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: Stephan James
Triple: [Shots Fired, portrayedBy, Stephan James]
Generated description
Stephan James is a Canadian actor known for his acclaimed performances in films like "Race" and "If Beale Street Could Talk," as well as in television series such as "Homecoming."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stephan James
Target entity description: Stephan James is a Canadian actor known for his acclaimed performances in films like "Race" and "If Beale Street Could Talk," as well as in television series such as "Homecoming."
  • A. Michael Stephen
    Michael Stephen is a physicist best known for co-developing the influential Bardeen–Stephen model that describes flux flow in type-II superconductors.
  • B. Mark James
    Mark James is an American songwriter best known for penning enduring hits such as "Suspicious Minds" and "Always on My Mind."
  • C. Stephen Glenn Martin
    Stephen Glenn Martin is an American comedian, actor, writer, musician, and producer renowned for his stand-up comedy, film roles, and banjo performances.
  • D. Sid Jeffers
    Sid Jeffers is a fictional character from the film "Humoresque," involved in the dramatic world surrounding a talented but troubled violinist.
  • E. Kristopher Lee Bryant
    Kristopher Lee Bryant is an American professional baseball player, primarily a third baseman and outfielder, known for his All-Star seasons and key role in helping the Chicago Cubs win the 2016 World Series.
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dacca12481908942ba793a104cc3 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7587ee1b08190b9f53ab7df4a4a58 completed March 28, 2026, 4:26 a.m.
NEDg Description generation batch_69c75a8998308190b99a11d5aaf7436b completed March 28, 2026, 4:35 a.m.
NED2 Entity disambiguation (via description) batch_69c75afddbf88190884d98e4b8a0c9eb completed March 28, 2026, 4:37 a.m.
Created at: March 27, 2026, 2:29 p.m.