Triple

T20579948
Position Surface form Disambiguated ID Type / Status
Subject Curry Village E505624 entity
Predicate hasOperator P179 FINISHED
Object National Park Service concessioner
A National Park Service concessioner is a private company authorized by the U.S. National Park Service to provide visitor services such as lodging, food, retail, and recreation within national parks.
E451247 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: National Park Service concessioner | Statement: [Curry Village, hasOperator, National Park Service concessioner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Park Service concessioner
Context triple: [Curry Village, hasOperator, National Park Service concessioner]
  • A. Xanterra Parks & Resorts
    Xanterra Parks & Resorts is a major U.S. hospitality and park management company that operates lodges, restaurants, and other visitor services in numerous national and state parks.
  • B. National Park Authority
    The National Park Authority is the statutory body responsible for conserving, enhancing, and managing the natural and cultural heritage of a UK national park while promoting public understanding and enjoyment of the area.
  • C. National Park Service visitor centers
    National Park Service visitor centers are official facilities in and around U.S. national parks that provide orientation, information, exhibits, and services to help visitors understand and explore the parks.
  • D. National Parks Conservation Association
    The National Parks Conservation Association is a nonprofit organization dedicated to protecting and enhancing America’s national parks through advocacy, education, and policy work.
  • E. National Parks Commission
    The National Parks Commission was a UK public body established to designate and oversee national parks and areas of outstanding natural beauty, promoting conservation and public enjoyment of the countryside.
  • 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: National Park Service concessioner
Triple: [Curry Village, hasOperator, National Park Service concessioner]
Generated description
A National Park Service concessioner is a private company authorized by the U.S. National Park Service to provide visitor services such as lodging, food, retail, and recreation within national parks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Park Service concessioner
Target entity description: A National Park Service concessioner is a private company authorized by the U.S. National Park Service to provide visitor services such as lodging, food, retail, and recreation within national parks.
  • A. Xanterra Parks & Resorts chosen
    Xanterra Parks & Resorts is a major U.S. hospitality and park management company that operates lodges, restaurants, and other visitor services in numerous national and state parks.
  • B. National Park Authority
    The National Park Authority is the statutory body responsible for conserving, enhancing, and managing the natural and cultural heritage of a UK national park while promoting public understanding and enjoyment of the area.
  • C. National Park Service visitor centers
    National Park Service visitor centers are official facilities in and around U.S. national parks that provide orientation, information, exhibits, and services to help visitors understand and explore the parks.
  • D. National Parks Conservation Association
    The National Parks Conservation Association is a nonprofit organization dedicated to protecting and enhancing America’s national parks through advocacy, education, and policy work.
  • E. National Parks Commission
    The National Parks Commission was a UK public body established to designate and oversee national parks and areas of outstanding natural beauty, promoting conservation and public enjoyment of the countryside.
  • 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_69e0b4b9669c8190b8e81fc72817d42c completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a90dd3e881908915debe1f1e8509 completed April 20, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08aceaa8dc819094d7ba5e7aa0d24e completed May 16, 2026, 5:44 p.m.
NEDg Description generation batch_6a08b0b7e9908190866a9929f88c2b2b completed May 16, 2026, 6 p.m.
NED2 Entity disambiguation (via description) batch_6a08b18f6ab08190a726e7cca7b8787f completed May 16, 2026, 6:03 p.m.
Created at: April 16, 2026, 11:39 a.m.