Triple

T12506148
Position Surface form Disambiguated ID Type / Status
Subject Ligerz railway station E298952 entity
Predicate hasFareNetwork P72429 FINISHED
Object Libero tariff association E452080 NE FINISHED

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: Libero tariff association | Statement: [Ligerz railway station, hasFareNetwork, Libero tariff association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Libero tariff association
Context triple: [Ligerz railway station, hasFareNetwork, Libero tariff association]
  • A. Libero tariff association chosen
    The Libero tariff association is a regional public transport fare network in Switzerland that coordinates integrated ticketing and pricing across multiple transport operators and modes.
  • B. Latin American Free Trade Association
    The Latin American Free Trade Association was a regional organization formed to promote economic integration and reduce trade barriers among Latin American countries during the mid-20th century.
  • C. Central European Free Trade Agreement
    The Central European Free Trade Agreement (CEFTA) is a regional trade bloc that promotes free trade and economic integration among several Central and Southeast European countries, many of which are aspiring to join the European Union.
  • D. Free Trade Area of the Americas
    The Free Trade Area of the Americas was a proposed Western Hemisphere-wide trade agreement aimed at reducing or eliminating tariffs and other trade barriers among countries in North, Central, and South America and the Caribbean.
  • E. European Free Trade Association
    The European Free Trade Association is an intergovernmental organization of European countries that promotes free trade and economic integration among its member states outside the European Union.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasFareNetwork
Context triple: [Ligerz railway station, hasFareNetwork, Libero tariff association]
  • A. hasFareZoneSystem chosen
    Indicates that an entity uses or is associated with a particular fare zone system for determining travel costs or ticketing.
  • B. hasFareZoneFeature
    Indicates that an entity is associated with a specific fare zone or fare-related area designation.
  • C. hasFareZone
    Indicates that an entity is located within or associated with a specific fare zone used for pricing or ticketing.
  • D. fareSystem
    Indicates a relationship where a system is used to determine, collect, or manage fares or payments for transportation or similar services.
  • E. hasNearbyPass
    Indicates that an entity has at least one pass (e.g., transit or access pass) available within a short or locally defined distance from it.
  • F. None of above.

Provenance (4 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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94dfddf38819099263b8b1e804736 completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bb5af708190b3786da334c3bf23 completed May 2, 2026, 7:08 p.m.
PD Predicate disambiguation batch_69d94d43b7008190af2648fe09fd6d23 completed April 10, 2026, 7:19 p.m.
Created at: April 8, 2026, 9:57 p.m.