Triple

T15493829
Position Surface form Disambiguated ID Type / Status
Subject Max-Weber-Platz U-Bahn station E378762 entity
Predicate hasTicketZoneSystem P72429 FINISHED
Object MVV tariff system
The MVV tariff system is the integrated fare and ticketing scheme used across Munich’s public transport network, covering U-Bahn, S-Bahn, trams, and buses within the Munich Transport and Tariff Association.
E1161332 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: MVV tariff system | Statement: [Max-Weber-Platz U-Bahn station, hasTicketZoneSystem, MVV tariff system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MVV tariff system
Context triple: [Max-Weber-Platz U-Bahn station, hasTicketZoneSystem, MVV tariff system]
  • A. RMV tariff system
    The RMV tariff system is the integrated fare and ticketing scheme used across the Rhine-Main public transport network in and around Frankfurt, Germany.
  • B. Dutch ATB system
    The Dutch ATB system is a train protection and automatic train control system used on much of the Netherlands’ railway network to enforce speed limits and enhance operational safety.
  • C. Westfalentarif
    Westfalentarif is a regional public transport tariff system used across parts of North Rhine-Westphalia, Germany, integrating fares for buses and trains within its coverage area.
  • D. Ley Aduanera
    La Ley Aduanera es la normativa mexicana que regula las operaciones de comercio exterior, el despacho aduanero de mercancías y las facultades de las autoridades aduaneras.
  • E. Tariefcommissie (Netherlands)
    The Tariefcommissie (Netherlands) was a Dutch administrative court specializing in customs and tariff disputes, notably serving as the referring court in the landmark Van Gend en Loos case before the European Court of Justice.
  • 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: MVV tariff system
Triple: [Max-Weber-Platz U-Bahn station, hasTicketZoneSystem, MVV tariff system]
Generated description
The MVV tariff system is the integrated fare and ticketing scheme used across Munich’s public transport network, covering U-Bahn, S-Bahn, trams, and buses within the Munich Transport and Tariff Association.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MVV tariff system
Target entity description: The MVV tariff system is the integrated fare and ticketing scheme used across Munich’s public transport network, covering U-Bahn, S-Bahn, trams, and buses within the Munich Transport and Tariff Association.
  • A. RMV tariff system
    The RMV tariff system is the integrated fare and ticketing scheme used across the Rhine-Main public transport network in and around Frankfurt, Germany.
  • B. Dutch ATB system
    The Dutch ATB system is a train protection and automatic train control system used on much of the Netherlands’ railway network to enforce speed limits and enhance operational safety.
  • C. Westfalentarif
    Westfalentarif is a regional public transport tariff system used across parts of North Rhine-Westphalia, Germany, integrating fares for buses and trains within its coverage area.
  • D. Ley Aduanera
    La Ley Aduanera es la normativa mexicana que regula las operaciones de comercio exterior, el despacho aduanero de mercancías y las facultades de las autoridades aduaneras.
  • E. Tariefcommissie (Netherlands)
    The Tariefcommissie (Netherlands) was a Dutch administrative court specializing in customs and tariff disputes, notably serving as the referring court in the landmark Van Gend en Loos case before the European Court of Justice.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fad723481908d2aa33e8f065f2f completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3660fc6c81908caf1729260a8338 completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff373558c88190983792d12956886e completed May 9, 2026, 1:31 p.m.
NED2 Entity disambiguation (via description) batch_69ff37c1b1e081909662b37eb5a2da1a completed May 9, 2026, 1:33 p.m.
Created at: April 10, 2026, 3:49 a.m.