Triple

T12976822
Position Surface form Disambiguated ID Type / Status
Subject Army of Darkness E321545 entity
Predicate starring P1507 FINISHED
Object Marcus Gilbert
Marcus Gilbert is a British actor best known for his role as the chivalrous knight Lord Arthur in the cult horror-comedy film "Army of Darkness."
E1012447 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: Marcus Gilbert | Statement: [Army of Darkness, starring, Marcus Gilbert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marcus Gilbert
Context triple: [Army of Darkness, starring, Marcus Gilbert]
  • A. Josh Graham
    Josh Graham is a visual artist and designer known for creating album artwork and multimedia visuals for prominent rock and metal bands.
  • B. Josh Bryant
    Josh Bryant is an American musician and guitarist best known as the husband of Broadway and television star Kristin Chenoweth.
  • C. Joshua Washington
    Joshua Washington is a personal name that may refer to multiple individuals across different fields, without a single widely recognized public figure associated with it.
  • D. Joshua Bowman
    Joshua Bowman is a British actor best known for his role as Daniel Grayson on the television drama series "Revenge."
  • E. Owen Breedlove
    Owen Breedlove was the father of Sarah Breedlove, better known as Madam C. J. Walker, the pioneering African American entrepreneur and philanthropist.
  • 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: Marcus Gilbert
Triple: [Army of Darkness, starring, Marcus Gilbert]
Generated description
Marcus Gilbert is a British actor best known for his role as the chivalrous knight Lord Arthur in the cult horror-comedy film "Army of Darkness."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marcus Gilbert
Target entity description: Marcus Gilbert is a British actor best known for his role as the chivalrous knight Lord Arthur in the cult horror-comedy film "Army of Darkness."
  • A. Josh Graham
    Josh Graham is a visual artist and designer known for creating album artwork and multimedia visuals for prominent rock and metal bands.
  • B. Josh Bryant
    Josh Bryant is an American musician and guitarist best known as the husband of Broadway and television star Kristin Chenoweth.
  • C. Joshua Washington
    Joshua Washington is a personal name that may refer to multiple individuals across different fields, without a single widely recognized public figure associated with it.
  • D. Joshua Bowman
    Joshua Bowman is a British actor best known for his role as Daniel Grayson on the television drama series "Revenge."
  • E. Owen Breedlove
    Owen Breedlove was the father of Sarah Breedlove, better known as Madam C. J. Walker, the pioneering African American entrepreneur and philanthropist.
  • 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_69d80763bd6c819094437da5b20b01d2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e48c0208190bb7ec80780480b37 completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8f0315c8190aae5908ba65d5867 completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6b9dc31ec819093c89ff0a1ccbfa1 completed May 3, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69f6baacd7548190af5514923a0dee26 completed May 3, 2026, 3:02 a.m.
Created at: April 9, 2026, 8:38 p.m.