Triple

T9984051
Position Surface form Disambiguated ID Type / Status
Subject Justified E196521 entity
Predicate character P662 FINISHED
Object Winona Hawkins
Winona Hawkins is a key character in the TV series "Justified," known as U.S. Marshal Raylan Givens' ex-wife and complicated love interest.
 E843058 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: Winona Hawkins | Statement: [Justified, character, Winona Hawkins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Winona Hawkins
Context triple: [Justified, character, Winona Hawkins]
  • A. Virginia Huston
    Virginia Huston was an American film actress best known for her roles in 1940s and 1950s Hollywood films, particularly in classic film noir.
  • B. Jan Howard
    Jan Howard was an American country music singer and Grand Ole Opry star known for hits like "Evil on Your Mind" and her collaborations with Bill Anderson.
  • C. Darlene Hunt
    Darlene Hunt is an American television writer and producer best known for creating the Showtime series "The Big C" and serving as an executive producer on various TV projects.
  • D. Edythe Chapman
    Edythe Chapman was an American stage and silent film actress known for her maternal and character roles in early Hollywood cinema.
  • E. Betsy Fricker
    Betsy Fricker is a woman known primarily as the sister of Edith Fricker.
  • 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: Winona Hawkins
Triple: [Justified, character, Winona Hawkins]
Generated description
Winona Hawkins is a key character in the TV series "Justified," known as U.S. Marshal Raylan Givens' ex-wife and complicated love interest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Winona Hawkins
Target entity description: Winona Hawkins is a key character in the TV series "Justified," known as U.S. Marshal Raylan Givens' ex-wife and complicated love interest.
  • A. Virginia Huston
    Virginia Huston was an American film actress best known for her roles in 1940s and 1950s Hollywood films, particularly in classic film noir.
  • B. Jan Howard
    Jan Howard was an American country music singer and Grand Ole Opry star known for hits like "Evil on Your Mind" and her collaborations with Bill Anderson.
  • C. Darlene Hunt
    Darlene Hunt is an American television writer and producer best known for creating the Showtime series "The Big C" and serving as an executive producer on various TV projects.
  • D. Edythe Chapman
    Edythe Chapman was an American stage and silent film actress known for her maternal and character roles in early Hollywood cinema.
  • E. Betsy Fricker
    Betsy Fricker is a woman known primarily as the sister of Edith Fricker.
  • 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_69d2cb77b51481908af779b8ecacc3f1 completed April 5, 2026, 8:52 p.m.
NEDg Description generation batch_69d2cd242ed8819097895cb15cbb5d47 completed April 5, 2026, 8:59 p.m.
NED2 Entity disambiguation (via description) batch_69d2d1204f008190a9349c071c1e8d19 completed April 5, 2026, 9:16 p.m.
Created at: March 30, 2026, 8:49 p.m.