Triple

T20096324
Position Surface form Disambiguated ID Type / Status
Subject Hinwil E496409 entity
Predicate connectedBy P37 FINISHED
Object Forchbahn bus services
Forchbahn bus services are regional bus routes in the Zürich area that provide public transport connections between communities such as Hinwil and the Forchbahn rail network.
E1412032 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: Forchbahn bus services | Statement: [Hinwil, connectedBy, Forchbahn bus services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forchbahn bus services
Context triple: [Hinwil, connectedBy, Forchbahn bus services]
  • A. 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.
  • B. BREEZE bus network
    The BREEZE bus network is a public transit system in northern San Diego County that provides local and regional bus services, integrating with rail lines like the SPRINTER to facilitate multimodal transportation.
  • C. Coast Hopper bus services
    Coast Hopper bus services are a scenic coastal bus network in North Norfolk, England, linking seaside towns and villages along the North Sea coast for residents and tourists.
  • D. OmniRide bus service
    OmniRide bus service is a public transit system in Northern Virginia that provides local and commuter bus routes connecting suburban communities with major employment and activity centers in the region.
  • 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: Forchbahn bus services
Triple: [Hinwil, connectedBy, Forchbahn bus services]
Generated description
Forchbahn bus services are regional bus routes in the Zürich area that provide public transport connections between communities such as Hinwil and the Forchbahn rail network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forchbahn bus services
Target entity description: Forchbahn bus services are regional bus routes in the Zürich area that provide public transport connections between communities such as Hinwil and the Forchbahn rail network.
  • A. 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.
  • B. BREEZE bus network
    The BREEZE bus network is a public transit system in northern San Diego County that provides local and regional bus services, integrating with rail lines like the SPRINTER to facilitate multimodal transportation.
  • C. Coast Hopper bus services
    Coast Hopper bus services are a scenic coastal bus network in North Norfolk, England, linking seaside towns and villages along the North Sea coast for residents and tourists.
  • D. OmniRide bus service
    OmniRide bus service is a public transit system in Northern Virginia that provides local and commuter bus routes connecting suburban communities with major employment and activity centers in the region.
  • 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_69da626eee3881909f3454986d4a6511 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6666cc02481908780a415b19c05a2 completed April 20, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08270cb3f48190b57901cc591cca63 completed May 16, 2026, 8:13 a.m.
NEDg Description generation batch_6a0828850638819091e0b27899ac8e72 completed May 16, 2026, 8:19 a.m.
NED2 Entity disambiguation (via description) batch_6a08291b29408190ba4eb008e0a34fe6 completed May 16, 2026, 8:21 a.m.
Created at: April 11, 2026, 11:25 p.m.