Triple

T9984054
Position Surface form Disambiguated ID Type / Status
Subject Justified E196521 entity
Predicate character P662 FINISHED
Object Mags Bennett
Mags Bennett is a ruthless yet deceptively warm-hearted matriarch and crime boss in the TV series "Justified," known for her chilling intelligence and control over Harlan County’s criminal underworld.
E836043 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: Mags Bennett | Statement: [Justified, character, Mags Bennett]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mags Bennett
Context triple: [Justified, character, Mags Bennett]
  • A. Maggie Bennett
    Maggie Bennett is a central character on the Netflix sitcom "The Ranch," known as the strong-willed matriarch of the Bennett family who runs the local bar and often mediates her sons' conflicts.
  • B. Grace Bennett
    Grace Bennett is the protagonist of the novel "Passions," around whom the story’s central emotional and dramatic conflicts revolve.
  • C. Maggie Campbell
    Maggie Campbell is the spouse of Andy Campbell, known primarily in relation to his public profile.
  • D. Maggie Fitzgerald
    Maggie Fitzgerald is the determined aspiring boxer portrayed by Hilary Swank in the film "Million Dollar Baby," whose grit and tragic journey drive the movie’s emotional core.
  • E. Maggie Johnson
    Maggie Johnson is one of the children of American sportscaster Ernie Johnson Jr., known to viewers through his family’s occasional appearances and mentions during his broadcasts.
  • 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: Mags Bennett
Triple: [Justified, character, Mags Bennett]
Generated description
Mags Bennett is a ruthless yet deceptively warm-hearted matriarch and crime boss in the TV series "Justified," known for her chilling intelligence and control over Harlan County’s criminal underworld.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mags Bennett
Target entity description: Mags Bennett is a ruthless yet deceptively warm-hearted matriarch and crime boss in the TV series "Justified," known for her chilling intelligence and control over Harlan County’s criminal underworld.
  • A. Maggie Bennett
    Maggie Bennett is a central character on the Netflix sitcom "The Ranch," known as the strong-willed matriarch of the Bennett family who runs the local bar and often mediates her sons' conflicts.
  • B. Grace Bennett
    Grace Bennett is the protagonist of the novel "Passions," around whom the story’s central emotional and dramatic conflicts revolve.
  • C. Maggie Campbell
    Maggie Campbell is the spouse of Andy Campbell, known primarily in relation to his public profile.
  • D. Maggie Fitzgerald
    Maggie Fitzgerald is the determined aspiring boxer portrayed by Hilary Swank in the film "Million Dollar Baby," whose grit and tragic journey drive the movie’s emotional core.
  • E. Maggie Johnson
    Maggie Johnson is one of the children of American sportscaster Ernie Johnson Jr., known to viewers through his family’s occasional appearances and mentions during his broadcasts.
  • 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_69d26a15f2708190bdc4223d933cec0f completed April 5, 2026, 1:56 p.m.
NEDg Description generation batch_69d26b6d52e8819082fed0bfdaf48e4c completed April 5, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69d26c3d5f2081909bf1a1565b66eca9 completed April 5, 2026, 2:05 p.m.
Created at: March 30, 2026, 8:49 p.m.