Triple

T12552024
Position Surface form Disambiguated ID Type / Status
Subject Anıttepe E300119 entity
Predicate hasPublicTransportConnection P3791 FINISHED
Object 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.
E989721 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: Ankara city bus network | Statement: [Anıttepe, hasPublicTransportConnection, Ankara city bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ankara city bus network
Context triple: [Anıttepe, hasPublicTransportConnection, Ankara city bus network]
  • A. 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.
  • B. Ankara Metro
    Ankara Metro is the rapid transit system serving Turkey's capital city, providing urban rail transportation across Ankara and its surrounding districts.
  • C. 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.
  • D. Ankara commuter rail (Başkentray)
    Ankara commuter rail (Başkentray) is a suburban rail system serving the Ankara metropolitan area, providing frequent, high-capacity passenger service along key east–west corridors.
  • E. Istanbul road network
    The Istanbul road network is the extensive system of highways, bridges, and arterial roads that connects the European and Asian sides of Istanbul and supports the city’s dense urban and intercontinental traffic.
  • 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: Ankara city bus network
Triple: [Anıttepe, hasPublicTransportConnection, Ankara city bus network]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ankara city bus network
Target entity description: 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.
  • A. 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.
  • B. Ankara Metro
    Ankara Metro is the rapid transit system serving Turkey's capital city, providing urban rail transportation across Ankara and its surrounding districts.
  • C. 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.
  • D. Ankara commuter rail (Başkentray)
    Ankara commuter rail (Başkentray) is a suburban rail system serving the Ankara metropolitan area, providing frequent, high-capacity passenger service along key east–west corridors.
  • E. Istanbul road network
    The Istanbul road network is the extensive system of highways, bridges, and arterial roads that connects the European and Asian sides of Istanbul and supports the city’s dense urban and intercontinental traffic.
  • 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_69d6ada707008190aaec1238117c9379 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9548444d081908f00cea1ce7032c7 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f655853ecc8190b178a489d806a0c4 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f656d02afc81909712182034bec255 completed May 2, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_69f657f1ced08190a588642c7fa5efdd completed May 2, 2026, 8 p.m.
Created at: April 8, 2026, 9:58 p.m.