Triple

T14386634
Position Surface form Disambiguated ID Type / Status
Subject LA Fitness E356738 entity
Predicate hasSubsidiaryBrand P25079 FINISHED
Object Esporta Fitness
Esporta Fitness is a budget-friendly gym brand operated by LA Fitness, offering a range of fitness equipment, classes, and amenities under a lower-cost model.
E356738 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: Esporta Fitness | Statement: [LA Fitness, hasSubsidiaryBrand, Esporta Fitness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Esporta Fitness
Context triple: [LA Fitness, hasSubsidiaryBrand, Esporta Fitness]
  • A. PureGym
    PureGym is a major UK-based budget fitness chain known for its low-cost, no-contract memberships and 24/7 access gyms.
  • B. 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.
  • C. 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.
  • D. Kettler
    Kettler is a German sporting goods and leisure equipment manufacturer known for products such as bicycles, fitness equipment, and table tennis tables.
  • E. Fitness First
    Fitness First is a global chain of health and fitness clubs offering gym facilities, group exercise classes, and personal training services.
  • 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: Esporta Fitness
Triple: [LA Fitness, hasSubsidiaryBrand, Esporta Fitness]
Generated description
Esporta Fitness is a budget-friendly gym brand operated by LA Fitness, offering a range of fitness equipment, classes, and amenities under a lower-cost model.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Esporta Fitness
Target entity description: Esporta Fitness is a budget-friendly gym brand operated by LA Fitness, offering a range of fitness equipment, classes, and amenities under a lower-cost model.
  • A. PureGym
    PureGym is a major UK-based budget fitness chain known for its low-cost, no-contract memberships and 24/7 access gyms.
  • B. 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.
  • C. LA Fitness chosen
    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.
  • D. Kettler
    Kettler is a German sporting goods and leisure equipment manufacturer known for products such as bicycles, fitness equipment, and table tennis tables.
  • E. Fitness First
    Fitness First is a global chain of health and fitness clubs offering gym facilities, group exercise classes, and personal training services.
  • F. None of above.

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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90283b9c8190b50d30ad58bfe085 completed April 14, 2026, 7:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5513e8888190bc6b6cb33fd9b670 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd569747708190b6cae2679cf9df89 completed May 8, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd5702e95481909f02440dbb233902 completed May 8, 2026, 3:22 a.m.
Created at: April 10, 2026, 1:16 a.m.