Triple

T9580322
Position Surface form Disambiguated ID Type / Status
Subject Orangetheory Stadium E231152 entity
Predicate namedAfter P63 FINISHED
Object Orangetheory Fitness
Orangetheory Fitness is a global boutique fitness franchise known for its heart rate–based interval training workouts that combine cardio and strength training in coach-led group classes.
 E808007 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: Orangetheory Fitness | Statement: [Orangetheory Stadium, namedAfter, Orangetheory Fitness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Orangetheory Fitness
Context triple: [Orangetheory Stadium, namedAfter, Orangetheory Fitness]
  • A. LA Fitness
    LA Fitness is a large American chain of full-service health clubs offering gyms, fitness classes, and training facilities across the United States and Canada.
  • B. PureGym
    PureGym is a major UK-based budget fitness chain known for its low-cost, no-contract memberships and 24/7 access gyms.
  • C. 24 Hour Fitness
    24 Hour Fitness is a large American chain of 24-hour health and fitness clubs operating numerous gyms across the United States.
  • D. Fitness First
    Fitness First is a global chain of health and fitness clubs offering gym facilities, group exercise classes, and personal training services.
  • E. Anytime Fitness
    Anytime Fitness is a global 24-hour gym franchise known for its convenient, around-the-clock access and neighborhood-sized fitness centers.
  • 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: Orangetheory Fitness
Triple: [Orangetheory Stadium, namedAfter, Orangetheory Fitness]
Generated description
Orangetheory Fitness is a global boutique fitness franchise known for its heart rate–based interval training workouts that combine cardio and strength training in coach-led group classes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Orangetheory Fitness
Target entity description: Orangetheory Fitness is a global boutique fitness franchise known for its heart rate–based interval training workouts that combine cardio and strength training in coach-led group classes.
  • A. LA Fitness
    LA Fitness is a large American chain of full-service health clubs offering gyms, fitness classes, and training facilities across the United States and Canada.
  • B. PureGym
    PureGym is a major UK-based budget fitness chain known for its low-cost, no-contract memberships and 24/7 access gyms.
  • C. 24 Hour Fitness
    24 Hour Fitness is a large American chain of 24-hour health and fitness clubs operating numerous gyms across the United States.
  • D. Fitness First
    Fitness First is a global chain of health and fitness clubs offering gym facilities, group exercise classes, and personal training services.
  • E. Anytime Fitness
    Anytime Fitness is a global 24-hour gym franchise known for its convenient, around-the-clock access and neighborhood-sized fitness centers.
  • 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_69ca848091c48190bc313d6620d09555 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99ca96a48190a6fbe88387be6883 completed April 1, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1616430808190afbe128d3199bf61 completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d161d569b88190a3d77bbe752e0c86 completed April 4, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69d162476bf481909a87057e4fd1dc11 completed April 4, 2026, 7:11 p.m.
Created at: March 30, 2026, 8:05 p.m.