Triple

T16092367
Position Surface form Disambiguated ID Type / Status
Subject Bydgoszcz E390387 entity
Predicate hasExpressway P385 FINISHED
Object Expressway S10 (planned/nearby)
Expressway S10 (planned/nearby) is a planned Polish expressway intended to improve regional and national road connections in the vicinity of Bydgoszcz.
E1194847 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: Expressway S10 (planned/nearby) | Statement: [Bydgoszcz, hasExpressway, Expressway S10 (planned/nearby)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Expressway S10 (planned/nearby)
Context triple: [Bydgoszcz, hasExpressway, Expressway S10 (planned/nearby)]
  • A. expressway S19
    Expressway S19 is a major Polish expressway forming part of the international Via Carpatia corridor, running north–south through eastern Poland and connecting cities such as Lublin with the Slovak border.
  • B. expressway S17
    Expressway S17 is a major Polish expressway connecting Warsaw with Lublin and further towards the Ukrainian border, serving as an important transport corridor in eastern Poland.
  • C. Expressway S12
    Expressway S12 is a major Polish expressway forming part of the national high-speed road network in eastern and central Poland.
  • D. N10 freeway
    The N10 freeway is a major South African national route that connects the interior of the country to the Namibian border, facilitating regional travel and trade.
  • E. SP Ring Road (nearby access)
    SP Ring Road (nearby access) is a major arterial ring road around Ahmedabad that provides convenient connectivity to areas such as Motera and other parts of the city.
  • 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: Expressway S10 (planned/nearby)
Triple: [Bydgoszcz, hasExpressway, Expressway S10 (planned/nearby)]
Generated description
Expressway S10 (planned/nearby) is a planned Polish expressway intended to improve regional and national road connections in the vicinity of Bydgoszcz.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Expressway S10 (planned/nearby)
Target entity description: Expressway S10 (planned/nearby) is a planned Polish expressway intended to improve regional and national road connections in the vicinity of Bydgoszcz.
  • A. expressway S19
    Expressway S19 is a major Polish expressway forming part of the international Via Carpatia corridor, running north–south through eastern Poland and connecting cities such as Lublin with the Slovak border.
  • B. expressway S17
    Expressway S17 is a major Polish expressway connecting Warsaw with Lublin and further towards the Ukrainian border, serving as an important transport corridor in eastern Poland.
  • C. Expressway S12
    Expressway S12 is a major Polish expressway forming part of the national high-speed road network in eastern and central Poland.
  • D. N10 freeway
    The N10 freeway is a major South African national route that connects the interior of the country to the Namibian border, facilitating regional travel and trade.
  • E. SP Ring Road (nearby access)
    SP Ring Road (nearby access) is a major arterial ring road around Ahmedabad that provides convenient connectivity to areas such as Motera and other parts of the city.
  • 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1858ed09881909bde122971d95753 completed April 17, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb9550f0819092660f6c4b0d708e completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffed526eac8190968a19738ab019e7 completed May 10, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69ffedda25fc8190b9eef3e7752f95f5 completed May 10, 2026, 2:30 a.m.
Created at: April 10, 2026, 4:59 a.m.