Triple

T20728436
Position Surface form Disambiguated ID Type / Status
Subject Bozeman E509500 entity
Predicate hasPublicTransit P522 FINISHED
Object Streamline Bus Service
Streamline Bus Service is a fare-free public bus system serving the Bozeman, Montana area with local and regional routes.
 E1447419 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: Streamline Bus Service | Statement: [Bozeman, hasPublicTransit, Streamline Bus Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Streamline Bus Service
Context triple: [Bozeman, hasPublicTransit, Streamline Bus Service]
  • A. Select Bus Service
    Select Bus Service is New York City's brand for enhanced, limited-stop bus routes that feature faster service and transit-priority improvements.
  • B. SMART bus system
    The SMART bus system is a public transit network serving Wilsonville, Oregon and surrounding areas with local and regional bus routes.
  • C. Regional Transit System (RTS) bus service
    The Regional Transit System (RTS) bus service is the public transportation network serving Gainesville, Florida and the surrounding Alachua County area.
  • D. SMART bus network
    The SMART bus network is a regional public transit system serving the Detroit metropolitan area with fixed-route and paratransit bus services across multiple suburban communities.
  • E. Short Line bus service
    Short Line bus service is a regional intercity and commuter bus operator in the northeastern United States, providing connections between communities in New York and neighboring states.
  • 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: Streamline Bus Service
Triple: [Bozeman, hasPublicTransit, Streamline Bus Service]
Generated description
Streamline Bus Service is a fare-free public bus system serving the Bozeman, Montana area with local and regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Streamline Bus Service
Target entity description: Streamline Bus Service is a fare-free public bus system serving the Bozeman, Montana area with local and regional routes.
  • A. Select Bus Service
    Select Bus Service is New York City's brand for enhanced, limited-stop bus routes that feature faster service and transit-priority improvements.
  • B. SMART bus system
    The SMART bus system is a public transit network serving Wilsonville, Oregon and surrounding areas with local and regional bus routes.
  • C. Regional Transit System (RTS) bus service
    The Regional Transit System (RTS) bus service is the public transportation network serving Gainesville, Florida and the surrounding Alachua County area.
  • D. SMART bus network
    The SMART bus network is a regional public transit system serving the Detroit metropolitan area with fixed-route and paratransit bus services across multiple suburban communities.
  • E. Short Line bus service
    Short Line bus service is a regional intercity and commuter bus operator in the northeastern United States, providing connections between communities in New York and neighboring states.
  • 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_69e0b4c4cc648190b45fda6e2b20af56 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c1e9ed708190ad8e371646630fea completed April 21, 2026, 12:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e05db8ac8190bd2e7ca0d184a426 completed May 16, 2026, 9:23 p.m.
NEDg Description generation batch_6a08e15d93ec8190bbe859fb42a4a5ac completed May 16, 2026, 9:27 p.m.
NED2 Entity disambiguation (via description) batch_6a08e25d8cb08190ba75b792aac192ab completed May 16, 2026, 9:32 p.m.
Created at: April 16, 2026, 12:30 p.m.