Triple

T2837446
Position Surface form Disambiguated ID Type / Status
Subject İzmir Metro E62383 entity
Predicate fareIntegrationWith P3494 FINISHED
Object ESHOT buses
ESHOT buses are the primary public bus network serving the city of İzmir, Turkey, operated by the metropolitan municipality as part of the integrated urban transport system.
E304453 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: ESHOT buses | Statement: [İzmir Metro, fareIntegrationWith, ESHOT buses]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ESHOT buses
Context triple: [İzmir Metro, fareIntegrationWith, ESHOT buses]
  • A. SL buses
    SL buses are the public bus services operating within the Stockholm County public transport network in Sweden.
  • B. İETT buses
    İETT buses are Istanbul’s municipal public buses, operating an extensive network of urban and inter-district routes across the city.
  • C. ST Express bus
    ST Express bus is a regional express bus service in the Puget Sound area of Washington State, providing fast, limited-stop connections between major cities and transit hubs.
  • D. FlyAway Bus
    FlyAway Bus is an express shuttle service that provides direct, frequent connections between Los Angeles International Airport and key locations throughout the Los Angeles area.
  • E. GO Bus
    GO Bus is the intercity and regional bus service operated by GO Transit, providing public transportation across the Greater Toronto and Hamilton Area and surrounding regions in Ontario, Canada.
  • 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: ESHOT buses
Triple: [İzmir Metro, fareIntegrationWith, ESHOT buses]
Generated description
ESHOT buses are the primary public bus network serving the city of İzmir, Turkey, operated by the metropolitan municipality as part of the integrated urban transport system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ESHOT buses
Target entity description: ESHOT buses are the primary public bus network serving the city of İzmir, Turkey, operated by the metropolitan municipality as part of the integrated urban transport system.
  • A. SL buses
    SL buses are the public bus services operating within the Stockholm County public transport network in Sweden.
  • B. İETT buses
    İETT buses are Istanbul’s municipal public buses, operating an extensive network of urban and inter-district routes across the city.
  • C. ST Express bus
    ST Express bus is a regional express bus service in the Puget Sound area of Washington State, providing fast, limited-stop connections between major cities and transit hubs.
  • D. FlyAway Bus
    FlyAway Bus is an express shuttle service that provides direct, frequent connections between Los Angeles International Airport and key locations throughout the Los Angeles area.
  • E. GO Bus
    GO Bus is the intercity and regional bus service operated by GO Transit, providing public transportation across the Greater Toronto and Hamilton Area and surrounding regions in Ontario, Canada.
  • 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_69ab4c3c39188190955b9c49d98463d8 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdeede0488190a9782f55b57559ee completed March 7, 2026, 8:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8cbaa4081909ff4e9fdf590e352 completed March 10, 2026, 9:47 a.m.
NEDg Description generation batch_69afea1732b481909a8df01d80ca1bd4 completed March 10, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69b00eff94b481909a4cc08c8494870c completed March 10, 2026, 12:30 p.m.
Created at: March 6, 2026, 10:01 p.m.