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.