Triple

T3396497
Position Surface form Disambiguated ID Type / Status
Subject Dallas Cowboys Cheerleaders E71540 entity
Predicate choreographer P11856 FINISHED
Object Judy Trammell
Judy Trammell is an American choreographer best known for serving as the longtime head choreographer of the Dallas Cowboys Cheerleaders, shaping their signature style and performances.
E355007 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: Judy Trammell | Statement: [Dallas Cowboys Cheerleaders, choreographer, Judy Trammell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Judy Trammell
Context triple: [Dallas Cowboys Cheerleaders, choreographer, Judy Trammell]
  • A. Gail Brown
    Gail Brown is an American actress and the sister of acclaimed film and television actress Karen Black.
  • B. Cynthia Rodgers
    Cynthia Rodgers is an individual notable enough to be recognized as a bearer of the surname Rodgers, though specific widely known public details about her are not clearly established.
  • C. Lois Chiles
    Lois Chiles is an American actress and former fashion model best known for her roles in films such as "The Great Gatsby" (1974) and as Bond girl Dr. Holly Goodhead in "Moonraker" (1979).
  • D. Jeane Duane Jordan
    Jeane Duane Jordan was an American political scientist and diplomat best known for serving as the first female U.S. Ambassador to the United Nations during the Reagan administration.
  • E. Gayle Benson
    Gayle Benson is an American businesswoman and philanthropist best known as the principal owner of New Orleans’ major professional sports franchises, including the NFL’s Saints and the NBA’s Pelicans.
  • 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: Judy Trammell
Triple: [Dallas Cowboys Cheerleaders, choreographer, Judy Trammell]
Generated description
Judy Trammell is an American choreographer best known for serving as the longtime head choreographer of the Dallas Cowboys Cheerleaders, shaping their signature style and performances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Judy Trammell
Target entity description: Judy Trammell is an American choreographer best known for serving as the longtime head choreographer of the Dallas Cowboys Cheerleaders, shaping their signature style and performances.
  • A. Gail Brown
    Gail Brown is an American actress and the sister of acclaimed film and television actress Karen Black.
  • B. Cynthia Rodgers
    Cynthia Rodgers is an individual notable enough to be recognized as a bearer of the surname Rodgers, though specific widely known public details about her are not clearly established.
  • C. Lois Chiles
    Lois Chiles is an American actress and former fashion model best known for her roles in films such as "The Great Gatsby" (1974) and as Bond girl Dr. Holly Goodhead in "Moonraker" (1979).
  • D. Jeane Duane Jordan
    Jeane Duane Jordan was an American political scientist and diplomat best known for serving as the first female U.S. Ambassador to the United Nations during the Reagan administration.
  • E. Gayle Benson
    Gayle Benson is an American businesswoman and philanthropist best known as the principal owner of New Orleans’ major professional sports franchises, including the NFL’s Saints and the NBA’s Pelicans.
  • 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_69ad85a9c4a88190a854019341cb3b60 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb856158c81908dd7d3f1f8d6af74 completed March 8, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bca95108190b39aad4ac06dbf58 completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e46b2b48190aedee8dabf5285bd completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34fc0b830819082b50ebd14b6490b completed March 12, 2026, 11:44 p.m.
Created at: March 8, 2026, 3:14 p.m.