Triple

T15294448
Position Surface form Disambiguated ID Type / Status
Subject Twin Peaks E365616 entity
Predicate mainCharacter P1183 FINISHED
Object Shelly Johnson
Shelly Johnson is a young waitress at the Double R Diner in the television series "Twin Peaks," known for her troubled marriage to the abusive Leo Johnson and her affair with Bobby Briggs.
E1198397 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: Shelly Johnson | Statement: [Twin Peaks, mainCharacter, Shelly Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shelly Johnson
Context triple: [Twin Peaks, mainCharacter, Shelly Johnson]
  • A. Shelly Johnson
    Shelly Johnson is an American cinematographer known for his work on major feature films and television projects.
  • B. Jennifer Johnson
    Jennifer Johnson is known as the mother of Quake, a character associated with this relationship.
  • C. Judy Johnson
    Judy Johnson was a Hall of Fame Negro Leagues third baseman renowned for his exceptional fielding, leadership, and consistent hitting during the early 20th century.
  • D. Cheryl Johnson
    Cheryl Johnson is the wife of American sportscaster Ernie Johnson Jr., known for her long-standing support of his broadcasting career and their family.
  • E. Sherry Stringfield
    Sherry Stringfield is an American actress best known for her role as Dr. Susan Lewis on the television medical drama "ER."
  • 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: Shelly Johnson
Triple: [Twin Peaks, mainCharacter, Shelly Johnson]
Generated description
Shelly Johnson is a young waitress at the Double R Diner in the television series "Twin Peaks," known for her troubled marriage to the abusive Leo Johnson and her affair with Bobby Briggs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shelly Johnson
Target entity description: Shelly Johnson is a young waitress at the Double R Diner in the television series "Twin Peaks," known for her troubled marriage to the abusive Leo Johnson and her affair with Bobby Briggs.
  • A. Shelly Johnson
    Shelly Johnson is an American cinematographer known for his work on major feature films and television projects.
  • B. Jennifer Johnson
    Jennifer Johnson is known as the mother of Quake, a character associated with this relationship.
  • C. Judy Johnson
    Judy Johnson was a Hall of Fame Negro Leagues third baseman renowned for his exceptional fielding, leadership, and consistent hitting during the early 20th century.
  • D. Cheryl Johnson
    Cheryl Johnson is the wife of American sportscaster Ernie Johnson Jr., known for her long-standing support of his broadcasting career and their family.
  • E. Sherry Stringfield
    Sherry Stringfield is an American actress best known for her role as Dr. Susan Lewis on the television medical drama "ER."
  • 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_69d85a103d9081908c1ea6c4c73ac8e3 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03682ea488190ac82fdbd0e855d34 completed April 16, 2026, 1:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff78dab488190a89b9eb4f648b36c completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fffb6d9f90819095c5d1a70b5c90a3 completed May 10, 2026, 3:28 a.m.
NED2 Entity disambiguation (via description) batch_69fffbc0376c8190a9cae5dc3d941471 completed May 10, 2026, 3:30 a.m.
Created at: April 10, 2026, 3:15 a.m.