Triple

T16797007
Position Surface form Disambiguated ID Type / Status
Subject Forbidden Zone E408258 entity
Predicate writer P1360 FINISHED
Object Matthew Bright
Matthew Bright is an American filmmaker, screenwriter, and actor best known for his cult work on offbeat, darkly comic films such as "Forbidden Zone" and "Freeway."
E1233110 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: Matthew Bright | Statement: [Forbidden Zone, writer, Matthew Bright]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matthew Bright
Context triple: [Forbidden Zone, writer, Matthew Bright]
  • A. Kofi Burbridge
    Kofi Burbridge was an American multi-instrumentalist and composer best known as the longtime keyboardist and flutist for the Tedeschi Trucks Band and the Derek Trucks Band.
  • B. Hugh Quarshie
    Hugh Quarshie is a Ghanaian-born British actor known for his work in film, television, and theatre, including roles in "Holby City" and "Star Wars: Episode I – The Phantom Menace."
  • C. Asake Bomani
    Asake Bomani is an American writer and former jazz singer best known as the ex-wife of actor and activist Danny Glover.
  • D. Joseph McNeil
    Joseph McNeil is an American civil rights activist best known as one of the Greensboro Four who helped spark the sit-in movement against racial segregation in the United States.
  • E. Malick Bowens
    Malick Bowens was a Kenyan-born actor best known for his supporting role in the Academy Award–winning film "Out of Africa."
  • 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: Matthew Bright
Triple: [Forbidden Zone, writer, Matthew Bright]
Generated description
Matthew Bright is an American filmmaker, screenwriter, and actor best known for his cult work on offbeat, darkly comic films such as "Forbidden Zone" and "Freeway."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matthew Bright
Target entity description: Matthew Bright is an American filmmaker, screenwriter, and actor best known for his cult work on offbeat, darkly comic films such as "Forbidden Zone" and "Freeway."
  • A. Kofi Burbridge
    Kofi Burbridge was an American multi-instrumentalist and composer best known as the longtime keyboardist and flutist for the Tedeschi Trucks Band and the Derek Trucks Band.
  • B. Hugh Quarshie
    Hugh Quarshie is a Ghanaian-born British actor known for his work in film, television, and theatre, including roles in "Holby City" and "Star Wars: Episode I – The Phantom Menace."
  • C. Asake Bomani
    Asake Bomani is an American writer and former jazz singer best known as the ex-wife of actor and activist Danny Glover.
  • D. Joseph McNeil
    Joseph McNeil is an American civil rights activist best known as one of the Greensboro Four who helped spark the sit-in movement against racial segregation in the United States.
  • E. Malick Bowens
    Malick Bowens was a Kenyan-born actor best known for his supporting role in the Academy Award–winning film "Out of Africa."
  • 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_69d88393905081908d00a86b99996ac8 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b2aa1ff48190ab9b6750bc4d7974 completed April 18, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab109694819094c696904faf0418 completed May 10, 2026, 3:58 p.m.
NEDg Description generation batch_6a00ab8a416c819097ed3d6c915ac373 completed May 10, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_6a00ac301f188190ae25d5ae7a39eb34 completed May 10, 2026, 4:02 p.m.
Created at: April 10, 2026, 5:22 a.m.