Triple

T21414376
Position Surface form Disambiguated ID Type / Status
Subject Śródmieście, Szczecin E528261 entity
Predicate transport P230 FINISHED
Object Szczecin bus network
The Szczecin bus network is the city’s primary public bus system, connecting central districts like Śródmieście with surrounding neighborhoods and suburbs.
 E1484952 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: Szczecin bus network | Statement: [Śródmieście, Szczecin, transport, Szczecin bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Szczecin bus network
Context triple: [Śródmieście, Szczecin, transport, Szczecin bus network]
  • A. Gdańsk bus network
    The Gdańsk bus network is the system of urban and suburban bus routes serving the city of Gdańsk and its surrounding areas within Poland’s Tricity metropolitan region.
  • B. Gdynia bus network
    The Gdynia bus network is the system of urban and suburban bus routes serving the city of Gdynia and its surrounding areas within Poland’s Tricity metropolitan region.
  • C. Szczecin tram network
    The Szczecin tram network is an extensive urban tramway system serving the Polish city of Szczecin, providing a primary mode of public transport across its central and outlying districts.
  • D. Warsaw city bus network
    The Warsaw city bus network is an extensive public transportation system in Poland’s capital, providing urban and suburban bus services that integrate with trams and the metro to connect neighborhoods across the metropolitan area.
  • E. Poznań public transport network
    The Poznań public transport network is the integrated system of trams and buses serving the city of Poznań and its surrounding areas.
  • 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: Szczecin bus network
Triple: [Śródmieście, Szczecin, transport, Szczecin bus network]
Generated description
The Szczecin bus network is the city’s primary public bus system, connecting central districts like Śródmieście with surrounding neighborhoods and suburbs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Szczecin bus network
Target entity description: The Szczecin bus network is the city’s primary public bus system, connecting central districts like Śródmieście with surrounding neighborhoods and suburbs.
  • A. Gdańsk bus network
    The Gdańsk bus network is the system of urban and suburban bus routes serving the city of Gdańsk and its surrounding areas within Poland’s Tricity metropolitan region.
  • B. Gdynia bus network
    The Gdynia bus network is the system of urban and suburban bus routes serving the city of Gdynia and its surrounding areas within Poland’s Tricity metropolitan region.
  • C. Szczecin tram network
    The Szczecin tram network is an extensive urban tramway system serving the Polish city of Szczecin, providing a primary mode of public transport across its central and outlying districts.
  • D. Warsaw city bus network
    The Warsaw city bus network is an extensive public transportation system in Poland’s capital, providing urban and suburban bus services that integrate with trams and the metro to connect neighborhoods across the metropolitan area.
  • E. Poznań public transport network
    The Poznań public transport network is the integrated system of trams and buses serving the city of Poznań and its surrounding areas.
  • 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_69e0c454c248819093425d1099101c09 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e8b2032fe48190907b282e2fffa2bd completed April 22, 2026, 11:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09c8f5491081908b3d3d3f9425d6ba completed May 17, 2026, 1:56 p.m.
NEDg Description generation batch_6a09c99200a88190ad13565044dfcac0 completed May 17, 2026, 1:58 p.m.
NED2 Entity disambiguation (via description) batch_6a09ca47743081908cf7f9211eeedcc6 completed May 17, 2026, 2:01 p.m.
Created at: April 16, 2026, 5:45 p.m.