Triple

T5445859
Position Surface form Disambiguated ID Type / Status
Subject Yosemite Valley Lodge E122246 entity
Predicate operator P179 FINISHED
Object Aramark
Aramark is a global food, facilities, and uniform services provider that operates dining, hospitality, and support services for businesses, schools, healthcare institutions, and recreational venues.
 E521021 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: Aramark | Statement: [Yosemite Valley Lodge, operator, Aramark]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aramark
Context triple: [Yosemite Valley Lodge, operator, Aramark]
  • A. Delaware North
    Delaware North is a global hospitality and food service company known for operating concessions, lodging, and venues at major sports stadiums, airports, and entertainment destinations.
  • B. The Kitchen Restaurant Group
    The Kitchen Restaurant Group is a mission-driven American restaurant company focused on community-oriented, sustainably sourced food, co-founded by entrepreneur and philanthropist Kimbal Musk.
  • C. Brinker International
    Brinker International is a major American restaurant company best known as the parent of casual dining chains such as Chili’s Grill & Bar and Maggiano’s Little Italy.
  • D. Patina Restaurant Group
    Patina Restaurant Group is a hospitality company specializing in upscale, chef-driven restaurants and catering services at cultural, entertainment, and sports venues across the United States.
  • E. Stouffer's
    Stouffer's is a well-known American brand of frozen prepared meals and entrees owned by Nestlé.
  • 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: Aramark
Triple: [Yosemite Valley Lodge, operator, Aramark]
Generated description
Aramark is a global food, facilities, and uniform services provider that operates dining, hospitality, and support services for businesses, schools, healthcare institutions, and recreational venues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aramark
Target entity description: Aramark is a global food, facilities, and uniform services provider that operates dining, hospitality, and support services for businesses, schools, healthcare institutions, and recreational venues.
  • A. Delaware North
    Delaware North is a global hospitality and food service company known for operating concessions, lodging, and venues at major sports stadiums, airports, and entertainment destinations.
  • B. The Kitchen Restaurant Group
    The Kitchen Restaurant Group is a mission-driven American restaurant company focused on community-oriented, sustainably sourced food, co-founded by entrepreneur and philanthropist Kimbal Musk.
  • C. Brinker International
    Brinker International is a major American restaurant company best known as the parent of casual dining chains such as Chili’s Grill & Bar and Maggiano’s Little Italy.
  • D. Patina Restaurant Group
    Patina Restaurant Group is a hospitality company specializing in upscale, chef-driven restaurants and catering services at cultural, entertainment, and sports venues across the United States.
  • E. Stouffer's
    Stouffer's is a well-known American brand of frozen prepared meals and entrees owned by Nestlé.
  • 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_69bd4640f52c81909e653ec361f66d76 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91cf5d488190868ffefad02c7a04 completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf413573c08190beae400c485d2132 completed March 22, 2026, 1:09 a.m.
NEDg Description generation batch_69bf4364b2f48190b69cc27ca6900892 completed March 22, 2026, 1:18 a.m.
NED2 Entity disambiguation (via description) batch_69bf43b523a88190938662ae89eba502 completed March 22, 2026, 1:19 a.m.
Created at: March 20, 2026, 2:07 p.m.