Triple

T8983570
Position Surface form Disambiguated ID Type / Status
Subject San Ramon, California E214595 entity
Predicate hasMajorEmployerHeadquarters P48988 FINISHED
Object 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.
 E771561 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: 24 Hour Fitness | Statement: [San Ramon, California, hasMajorEmployerHeadquarters, 24 Hour Fitness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 24 Hour Fitness
Context triple: [San Ramon, California, hasMajorEmployerHeadquarters, 24 Hour 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. Anytime Fitness
    Anytime Fitness is a global 24-hour gym franchise known for its convenient, around-the-clock access and neighborhood-sized fitness centers.
  • C. Fitness First
    Fitness First is a global chain of health and fitness clubs offering gym facilities, group exercise classes, and personal training services.
  • D. Harmon Gym
    Harmon Gym was the former on-campus basketball arena at the University of California, Berkeley, known for its intimate atmosphere before being replaced by the larger Haas Pavilion.
  • E. PureGym
    PureGym is a major UK-based budget fitness chain known for its low-cost, no-contract memberships and 24/7 access gyms.
  • 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: 24 Hour Fitness
Triple: [San Ramon, California, hasMajorEmployerHeadquarters, 24 Hour Fitness]
Generated description
24 Hour Fitness is a large American chain of 24-hour health and fitness clubs operating numerous gyms across the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 24 Hour Fitness
Target entity description: 24 Hour Fitness is a large American chain of 24-hour health and fitness clubs operating numerous gyms across the United States.
  • 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. Anytime Fitness
    Anytime Fitness is a global 24-hour gym franchise known for its convenient, around-the-clock access and neighborhood-sized fitness centers.
  • C. Fitness First
    Fitness First is a global chain of health and fitness clubs offering gym facilities, group exercise classes, and personal training services.
  • D. Harmon Gym
    Harmon Gym was the former on-campus basketball arena at the University of California, Berkeley, known for its intimate atmosphere before being replaced by the larger Haas Pavilion.
  • E. PureGym
    PureGym is a major UK-based budget fitness chain known for its low-cost, no-contract memberships and 24/7 access gyms.
  • 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_69ca839f76bc8190a4b7123cdd682199 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc67eb3cfc8190900a8253cc44621c completed April 1, 2026, 12:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0b89a7481908f747043d2a68a37 completed April 3, 2026, 2:37 p.m.
NEDg Description generation batch_69cfd14a28d48190b63561f9a537daeb completed April 3, 2026, 2:40 p.m.
NED2 Entity disambiguation (via description) batch_69cfd1fd6db08190921285c3cfd3ce91 completed April 3, 2026, 2:43 p.m.
Created at: March 30, 2026, 7:03 p.m.