Triple

T31268215
Position Surface form Disambiguated ID Type / Status
Subject A-Welle zone 570 E797307 entity
Predicate tariffAssociation P171643 FINISHED
Object A-Welle Verkehrsverbund
A-Welle Verkehrsverbund is a regional public transport association in Switzerland that coordinates and manages integrated ticketing and fares across multiple zones and operators.
 E1953339 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: A-Welle Verkehrsverbund | Statement: [A-Welle zone 570, tariffAssociation, A-Welle Verkehrsverbund]
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: A-Welle Verkehrsverbund
Triple: [A-Welle zone 570, tariffAssociation, A-Welle Verkehrsverbund]
Generated description
A-Welle Verkehrsverbund is a regional public transport association in Switzerland that coordinates and manages integrated ticketing and fares across multiple zones and operators.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: tariffAssociation
Context triple: [A-Welle zone 570, tariffAssociation, A-Welle Verkehrsverbund]
  • A. tradeBloc
    Indicates a formal economic relationship in which entities participate together in a trade bloc, coordinating trade policies and often reducing barriers to commerce among members.
  • B. establishedCustomsUnion
    Indicates that one entity has created or formally instituted a customs union agreement with another entity, eliminating internal tariffs and adopting common external trade policies.
  • C. hasCustomsUnion
    Indicates that two or more entities participate in a customs union, sharing a common external tariff and removing customs duties between them.
  • D. legalStatusOfTariffProvisions
    Indicates the legal validity, enforceability, or standing of specific tariff provisions within a regulatory or contractual framework.
  • E. tariffStructure
    Indicates the specific schedule, rates, and rules that define how tariffs or fees are applied within a pricing or taxation system.
  • F. None of above. chosen

Provenance (7 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_69f224de2bbc819081af6c32e1d857b9 completed April 29, 2026, 3:33 p.m.
NER Named-entity recognition batch_69f6a1ac56b88190a820434b65c9fa23 completed May 3, 2026, 1:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a296bffdb688190bbf7988202c50a04 completed June 10, 2026, 1:52 p.m.
NEDg Description generation batch_6a296c9ac13c819081c06411d80071c1 completed June 10, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_6a299c9b54dc8190abd715cd88979541 completed June 10, 2026, 5:19 p.m.
PD Predicate disambiguation batch_69f69fe463248190aa78128abeab1183 completed May 3, 2026, 1:07 a.m.
PDg Predicate description generation batch_69f6a0e920cc8190a943fdd0594906c5 completed May 3, 2026, 1:12 a.m.
Created at: April 29, 2026, 9:13 p.m.