Triple

T5469489
Position Surface form Disambiguated ID Type / Status
Subject Bern S-Bahn E122795 entity
Predicate fareSystem P395 FINISHED
Object Libero tariff association E452080 NE FINISHED

How this triple was built (2 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: [Bern S-Bahn, fareSystem, Libero tariff association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Libero tariff association
Context triple: [Bern S-Bahn, fareSystem, 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.

Provenance (3 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_69bd46459ff48190823377457bcf7128 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd921b65f48190af7fcf89140f9ba8 completed March 20, 2026, 6:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4893029081908a801c7a44872ebf completed March 22, 2026, 1:40 a.m.
Created at: March 20, 2026, 2:09 p.m.