Triple

T21106252
Position Surface form Disambiguated ID Type / Status
Subject Dorney Park & Wildwater Kingdom E520049 entity
Predicate publicTransit P1288 FINISHED
Object LANta bus service (seasonal routes)
LANta bus service (seasonal routes) is a public transportation offering in the Lehigh Valley that operates limited-time bus routes to serve attractions like Dorney Park & Wildwater Kingdom during peak visitor seasons.
 E1467047 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: LANta bus service (seasonal routes) | Statement: [Dorney Park & Wildwater Kingdom, publicTransit, LANta bus service (seasonal routes)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: LANta bus service (seasonal routes)
Context triple: [Dorney Park & Wildwater Kingdom, publicTransit, LANta bus service (seasonal routes)]
  • A. 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.
  • B. Lextran bus service
    Lextran bus service is the public transportation system serving Lexington, Kentucky, operating fixed-route buses and related transit services throughout the city.
  • C. Votran bus service
    Votran bus service is the public transportation system serving Volusia County, Florida, providing fixed-route and paratransit bus services to cities such as Deltona and the surrounding area.
  • D. Centro bus service
    Centro bus service is the primary public transit system in the Syracuse, New York area, providing local and regional bus routes that connect neighborhoods, commercial districts, and key destinations such as Armory Square.
  • E. The Bus (Marble Valley Regional Transit District)
    The Bus (Marble Valley Regional Transit District) is the primary public transportation system serving Rutland and surrounding communities in central Vermont.
  • 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: LANta bus service (seasonal routes)
Triple: [Dorney Park & Wildwater Kingdom, publicTransit, LANta bus service (seasonal routes)]
Generated description
LANta bus service (seasonal routes) is a public transportation offering in the Lehigh Valley that operates limited-time bus routes to serve attractions like Dorney Park & Wildwater Kingdom during peak visitor seasons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: LANta bus service (seasonal routes)
Target entity description: LANta bus service (seasonal routes) is a public transportation offering in the Lehigh Valley that operates limited-time bus routes to serve attractions like Dorney Park & Wildwater Kingdom during peak visitor seasons.
  • A. 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.
  • B. Lextran bus service
    Lextran bus service is the public transportation system serving Lexington, Kentucky, operating fixed-route buses and related transit services throughout the city.
  • C. Votran bus service
    Votran bus service is the public transportation system serving Volusia County, Florida, providing fixed-route and paratransit bus services to cities such as Deltona and the surrounding area.
  • D. Centro bus service
    Centro bus service is the primary public transit system in the Syracuse, New York area, providing local and regional bus routes that connect neighborhoods, commercial districts, and key destinations such as Armory Square.
  • E. The Bus (Marble Valley Regional Transit District)
    The Bus (Marble Valley Regional Transit District) is the primary public transportation system serving Rutland and surrounding communities in central Vermont.
  • 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_69e0b509a318819092fbbcb21d1fe603 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e71b62301c819082cfc6cb3cd11c8c completed April 21, 2026, 6:38 a.m.
NED1 Entity disambiguation (via context triple) batch_6a095a670d188190988befc0103ca4ec completed May 17, 2026, 6:04 a.m.
NEDg Description generation batch_6a095c4b5ad8819093e5c0de866be84b completed May 17, 2026, 6:12 a.m.
NED2 Entity disambiguation (via description) batch_6a095cda3c8081908d85b3da4fc1c06f completed May 17, 2026, 6:14 a.m.
Created at: April 16, 2026, 2:53 p.m.