Triple

T19783400
Position Surface form Disambiguated ID Type / Status
Subject Steamboat Springs E475194 entity
Predicate hasTransportation P105 FINISHED
Object Steamboat Springs Transit bus system
The Steamboat Springs Transit bus system is the public transportation network serving Steamboat Springs, Colorado, providing local and regional bus services for residents and visitors.
 E1395957 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: Steamboat Springs Transit bus system | Statement: [Steamboat Springs, hasTransportation, Steamboat Springs Transit bus system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Steamboat Springs Transit bus system
Context triple: [Steamboat Springs, hasTransportation, Steamboat Springs Transit bus system]
  • A. Roaring Fork Transportation Authority
    Roaring Fork Transportation Authority is a regional public transit agency in Colorado that operates bus and commuter services connecting communities throughout the Roaring Fork Valley and beyond.
  • B. Eagle County Regional Transportation Authority
    Eagle County Regional Transportation Authority is a public transit agency that operates bus and transportation services throughout Eagle County, Colorado.
  • C. ValleyRide bus system
    The ValleyRide bus system is the primary public transit network serving communities throughout the Boise metropolitan area in Idaho.
  • D. Denver RTD
    Denver RTD is the regional public transportation agency serving the Denver metropolitan area in Colorado, operating buses, light rail, and commuter rail services.
  • E. Santa Fe Trails bus system
    The Santa Fe Trails bus system is the public transit network serving Santa Fe, New Mexico, providing local bus services that connect neighborhoods, commercial areas, and regional rail links.
  • 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: Steamboat Springs Transit bus system
Triple: [Steamboat Springs, hasTransportation, Steamboat Springs Transit bus system]
Generated description
The Steamboat Springs Transit bus system is the public transportation network serving Steamboat Springs, Colorado, providing local and regional bus services for residents and visitors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Steamboat Springs Transit bus system
Target entity description: The Steamboat Springs Transit bus system is the public transportation network serving Steamboat Springs, Colorado, providing local and regional bus services for residents and visitors.
  • A. Roaring Fork Transportation Authority
    Roaring Fork Transportation Authority is a regional public transit agency in Colorado that operates bus and commuter services connecting communities throughout the Roaring Fork Valley and beyond.
  • B. Eagle County Regional Transportation Authority
    Eagle County Regional Transportation Authority is a public transit agency that operates bus and transportation services throughout Eagle County, Colorado.
  • C. ValleyRide bus system
    The ValleyRide bus system is the primary public transit network serving communities throughout the Boise metropolitan area in Idaho.
  • D. Denver RTD
    Denver RTD is the regional public transportation agency serving the Denver metropolitan area in Colorado, operating buses, light rail, and commuter rail services.
  • E. Santa Fe Trails bus system
    The Santa Fe Trails bus system is the public transit network serving Santa Fe, New Mexico, providing local bus services that connect neighborhoods, commercial areas, and regional rail links.
  • 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_69d8e51b014081908b263e167370529a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65385ee8081908d58cc3ff05b9b23 completed April 20, 2026, 4:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07c4f7966081908d48f096333471f0 completed May 16, 2026, 1:14 a.m.
NEDg Description generation batch_6a07c5aea8948190b6e5bbcea8053478 completed May 16, 2026, 1:17 a.m.
NED2 Entity disambiguation (via description) batch_6a07c6846fb481908e1d5aae2c53a7ba completed May 16, 2026, 1:21 a.m.
Created at: April 10, 2026, 1:49 p.m.