Triple

T523984
Position Surface form Disambiguated ID Type / Status
Subject American Gangster E10877 entity
Predicate mainCharacter P1183 FINISHED
Object Richie Roberts
Richie Roberts is a real-life New Jersey detective and prosecutor best known for his role in bringing down drug lord Frank Lucas, a story dramatized in the film "American Gangster."
E76768 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: Richie Roberts | Statement: [American Gangster, mainCharacter, Richie Roberts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richie Roberts
Context triple: [American Gangster, mainCharacter, Richie Roberts]
  • A. Roderic Dallas
    Roderic Dallas was a distinguished Australian fighter ace of World War I who became one of the leading pilots in British naval aviation.
  • B. Michele Lamar Richards
    Michele Lamar Richards is an American actress best known for her supporting role in the 1992 romantic thriller film "The Bodyguard."
  • C. Pat Hobbs
    Pat Hobbs is an American college athletics administrator best known for serving as the athletic director at Rutgers University, where he has overseen major developments in the Scarlet Knights’ athletic programs.
  • D. Travis Beacham
    Travis Beacham is an American screenwriter best known for co-writing the science fiction monster film "Pacific Rim."
  • E. Christopher Johnson
    Christopher Johnson is an American businessman and member of the Johnson family who serves as a principal owner and executive of the New York Jets NFL franchise.
  • 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: Richie Roberts
Triple: [American Gangster, mainCharacter, Richie Roberts]
Generated description
Richie Roberts is a real-life New Jersey detective and prosecutor best known for his role in bringing down drug lord Frank Lucas, a story dramatized in the film "American Gangster."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richie Roberts
Target entity description: Richie Roberts is a real-life New Jersey detective and prosecutor best known for his role in bringing down drug lord Frank Lucas, a story dramatized in the film "American Gangster."
  • A. Roderic Dallas
    Roderic Dallas was a distinguished Australian fighter ace of World War I who became one of the leading pilots in British naval aviation.
  • B. Michele Lamar Richards
    Michele Lamar Richards is an American actress best known for her supporting role in the 1992 romantic thriller film "The Bodyguard."
  • C. Pat Hobbs
    Pat Hobbs is an American college athletics administrator best known for serving as the athletic director at Rutgers University, where he has overseen major developments in the Scarlet Knights’ athletic programs.
  • D. Travis Beacham
    Travis Beacham is an American screenwriter best known for co-writing the science fiction monster film "Pacific Rim."
  • E. Christopher Johnson
    Christopher Johnson is an American businessman and member of the Johnson family who serves as a principal owner and executive of the New York Jets NFL franchise.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b656c08190b387f21b06d99e68 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a533bc40ac81908426b70366259a3b completed March 2, 2026, 6:52 a.m.
NEDg Description generation batch_69a54eac42f08190bc4c0330f5058b6d completed March 2, 2026, 8:47 a.m.
NED2 Entity disambiguation (via description) batch_69a5503543908190ba0345fecda77952 completed March 2, 2026, 8:54 a.m.
Created at: Feb. 28, 2026, 1:12 p.m.