Triple

T19647120
Position Surface form Disambiguated ID Type / Status
Subject Edirne central campus E471702 entity
Predicate hasTransportationConnection P1298 FINISHED
Object Edirne city bus network
The Edirne city bus network is the public transportation system of Edirne, Turkey, providing scheduled bus services that connect key areas of the city, including major campuses and central districts.
E1387747 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: Edirne city bus network | Statement: [Edirne central campus, hasTransportationConnection, Edirne city bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Edirne city bus network
Context triple: [Edirne central campus, hasTransportationConnection, Edirne city bus network]
  • A. Ankara city bus network
    The Ankara city bus network is the primary urban bus system serving Turkey’s capital, connecting neighborhoods, landmarks, and suburbs through an extensive network of routes.
  • B. Istanbul bus network
    The Istanbul bus network is the city’s extensive public transportation system of urban and suburban bus lines that connects neighborhoods across both the European and Asian sides and links with other modes such as metro, trams, and ferries.
  • C. İzmir ESHOT bus network
    The İzmir ESHOT bus network is the primary public bus system serving the city of İzmir, Turkey, providing extensive urban and suburban routes that integrate with other modes of public transport.
  • D. Istanbul Metrobus
    Istanbul Metrobus is a bus rapid transit system in Istanbul that runs on dedicated lanes to provide fast, high-capacity public transportation across the city.
  • E. İzmir urban transport network
    The İzmir urban transport network is the integrated public transportation system of İzmir, Turkey, encompassing metro, commuter rail, trams, buses, ferries, and other modes that connect the city and its metropolitan area.
  • 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: Edirne city bus network
Triple: [Edirne central campus, hasTransportationConnection, Edirne city bus network]
Generated description
The Edirne city bus network is the public transportation system of Edirne, Turkey, providing scheduled bus services that connect key areas of the city, including major campuses and central districts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Edirne city bus network
Target entity description: The Edirne city bus network is the public transportation system of Edirne, Turkey, providing scheduled bus services that connect key areas of the city, including major campuses and central districts.
  • A. Ankara city bus network
    The Ankara city bus network is the primary urban bus system serving Turkey’s capital, connecting neighborhoods, landmarks, and suburbs through an extensive network of routes.
  • B. Istanbul bus network
    The Istanbul bus network is the city’s extensive public transportation system of urban and suburban bus lines that connects neighborhoods across both the European and Asian sides and links with other modes such as metro, trams, and ferries.
  • C. İzmir ESHOT bus network
    The İzmir ESHOT bus network is the primary public bus system serving the city of İzmir, Turkey, providing extensive urban and suburban routes that integrate with other modes of public transport.
  • D. Istanbul Metrobus
    Istanbul Metrobus is a bus rapid transit system in Istanbul that runs on dedicated lanes to provide fast, high-capacity public transportation across the city.
  • E. İzmir urban transport network
    The İzmir urban transport network is the integrated public transportation system of İzmir, Turkey, encompassing metro, commuter rail, trams, buses, ferries, and other modes that connect the city and its metropolitan area.
  • 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_69d8e51395348190ac1416d46dfc6db0 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e64125dd9481908a891c71c975a964 completed April 20, 2026, 3:07 p.m.
NED1 Entity disambiguation (via context triple) batch_6a077eead4408190a6d1c74949f1ae89 completed May 15, 2026, 8:15 p.m.
NEDg Description generation batch_6a077fa5f9808190b5e74c259a5a5107 completed May 15, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_6a0780926a308190a34addf2980dc695 completed May 15, 2026, 8:22 p.m.
Created at: April 10, 2026, 1:44 p.m.