Triple

T22164702
Position Surface form Disambiguated ID Type / Status
Subject S41 line E547760 entity
Predicate usesNetwork P5033 FINISHED
Object Thurbo network NE NERFINISHED

How this triple was built (3 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: Thurbo network | Statement: [S41 line, usesNetwork, Thurbo network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thurbo network
Context triple: [S41 line, usesNetwork, Thurbo network]
  • A. Networker Turbo (Class 165/166)
    Networker Turbo (Class 165/166) is a family of British diesel multiple-unit commuter trains introduced in the early 1990s for regional and suburban services, derived from the Networker design.
  • B. TRA network
    The TRA network is Taiwan’s conventional intercity and regional railway system operated by the Taiwan Railways Administration, connecting major cities and rural areas around the island.
  • C. Emerald Network
    The Emerald Network is a pan-European ecological network of protected areas aimed at conserving habitats and species of special importance under the Bern Convention.
  • D. Starck Network
    Starck Network is a design and creative agency founded by renowned French designer Philippe Starck to develop and manage his wide-ranging design projects and collaborations.
  • E. Aurora Network
    Aurora Network is a European university alliance focused on collaboration in research, education, and innovation among its member institutions.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thurbo network
Target entity description: The Thurbo network is a regional rail system in northeastern Switzerland operated by the company Thurbo, providing local and cross-border passenger train services.
  • A. Networker Turbo (Class 165/166)
    Networker Turbo (Class 165/166) is a family of British diesel multiple-unit commuter trains introduced in the early 1990s for regional and suburban services, derived from the Networker design.
  • B. TRA network
    The TRA network is Taiwan’s conventional intercity and regional railway system operated by the Taiwan Railways Administration, connecting major cities and rural areas around the island.
  • C. Netrokona
    Netrokona is a district in north-central Bangladesh known for its rural landscapes, rivers, and agricultural communities.
  • D. Emerald Network
    The Emerald Network is a pan-European ecological network of protected areas aimed at conserving habitats and species of special importance under the Bern Convention.
  • E. Starck Network
    Starck Network is a design and creative agency founded by renowned French designer Philippe Starck to develop and manage his wide-ranging design projects and collaborations.
  • F. None of above. chosen

Provenance (2 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_69e11e3c4c5c81908d336165816b12e0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12a309d8081908f4540fe2da63010 completed April 28, 2026, 9:44 p.m.
Created at: April 16, 2026, 8:34 p.m.