Triple

T9984059
Position Surface form Disambiguated ID Type / Status
Subject Justified E196521 entity
Predicate character P662 FINISHED
Object Avery Markham
Avery Markham is a wealthy, ruthless Kentucky businessman and criminal figure who serves as a major antagonist in the TV series "Justified."
E834388 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: Avery Markham | Statement: [Justified, character, Avery Markham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Avery Markham
Context triple: [Justified, character, Avery Markham]
  • A. H. M. Harwood
    H. M. Harwood was a British playwright and screenwriter active in the early 20th century, known for his work on stage adaptations and films.
  • B. Muriel Whiting
    Muriel Whiting was the wife of British Royal Air Force commander Hugh Dowding, 1st Baron Dowding, noted for his leadership during the Battle of Britain.
  • C. George Egerton
    George Egerton was the pen name of Mary Chavelita Dunne, a pioneering late 19th-century Anglo-Irish writer whose experimental short stories helped shape early modernist and feminist literature.
  • D. Clelia Mountford
    Clelia Mountford is a television producer and executive known for her work on comedy projects, including serving as an executive producer on the animated series "HouseBroken."
  • E. J. Carrol Naish
    J. Carrol Naish was an American character actor known for his prolific film career from the 1930s to the 1960s, often portraying ethnically diverse roles and earning multiple Academy Award nominations.
  • 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: Avery Markham
Triple: [Justified, character, Avery Markham]
Generated description
Avery Markham is a wealthy, ruthless Kentucky businessman and criminal figure who serves as a major antagonist in the TV series "Justified."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Avery Markham
Target entity description: Avery Markham is a wealthy, ruthless Kentucky businessman and criminal figure who serves as a major antagonist in the TV series "Justified."
  • A. H. M. Harwood
    H. M. Harwood was a British playwright and screenwriter active in the early 20th century, known for his work on stage adaptations and films.
  • B. Muriel Whiting
    Muriel Whiting was the wife of British Royal Air Force commander Hugh Dowding, 1st Baron Dowding, noted for his leadership during the Battle of Britain.
  • C. George Egerton
    George Egerton was the pen name of Mary Chavelita Dunne, a pioneering late 19th-century Anglo-Irish writer whose experimental short stories helped shape early modernist and feminist literature.
  • D. Clelia Mountford
    Clelia Mountford is a television producer and executive known for her work on comedy projects, including serving as an executive producer on the animated series "HouseBroken."
  • E. J. Carrol Naish
    J. Carrol Naish was an American character actor known for his prolific film career from the 1930s to the 1960s, often portraying ethnically diverse roles and earning multiple Academy Award nominations.
  • 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_69ca82efbce081908179b4b9c65096eb completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb8bdc0388190bbbd4bdc5ac3adec completed April 2, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69d257fe0e348190b55fbd38e21cff7c completed April 5, 2026, 12:39 p.m.
NEDg Description generation batch_69d2594b5e5081908f7cc4af4d10b4a8 completed April 5, 2026, 12:44 p.m.
NED2 Entity disambiguation (via description) batch_69d25a30ad98819084dcd305e709c34d completed April 5, 2026, 12:48 p.m.
Created at: March 30, 2026, 8:49 p.m.