Triple

T23296397
Position Surface form Disambiguated ID Type / Status
Subject Málaga María Zambrano railway station E590181 entity
Predicate integratedWith P2830 FINISHED
Object Málaga urban bus 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: Málaga urban bus network | Statement: [Málaga María Zambrano railway station, integratedWith, Málaga urban bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Málaga urban bus network
Context triple: [Málaga María Zambrano railway station, integratedWith, Málaga urban bus network]
  • A. Seville bus network
    The Seville bus network is the city's primary surface public transport system, consisting of extensive urban and suburban bus routes that complement the Seville Metro and connect neighborhoods with key commercial, residential, and tourist areas.
  • B. Palma urban bus network
    The Palma urban bus network is the primary public transportation system in Palma de Mallorca, providing extensive bus services that connect key areas of the city and its surroundings.
  • C. Valencia urban bus network
    The Valencia urban bus network is the city’s primary system of public bus routes that connects major neighborhoods and landmarks across Valencia, Spain.
  • D. Seville tram system
    The Seville tram system is a modern light rail network serving central Seville, Spain, connecting key transport hubs and historic areas with frequent, street-level service.
  • E. Valladolid urban bus network
    The Valladolid urban bus network is the main public transportation system of Valladolid, Spain, providing scheduled bus services that connect key areas of the city and its surroundings.
  • 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: Málaga urban bus network
Target entity description: The Málaga urban bus network is the city’s primary public transport system, operating extensive bus routes that connect key areas and transport hubs throughout Málaga.
  • A. Seville bus network
    The Seville bus network is the city's primary surface public transport system, consisting of extensive urban and suburban bus routes that complement the Seville Metro and connect neighborhoods with key commercial, residential, and tourist areas.
  • B. Palma urban bus network
    The Palma urban bus network is the primary public transportation system in Palma de Mallorca, providing extensive bus services that connect key areas of the city and its surroundings.
  • C. Valencia urban bus network
    The Valencia urban bus network is the city’s primary system of public bus routes that connects major neighborhoods and landmarks across Valencia, Spain.
  • D. Seville tram system
    The Seville tram system is a modern light rail network serving central Seville, Spain, connecting key transport hubs and historic areas with frequent, street-level service.
  • E. Valladolid urban bus network
    The Valladolid urban bus network is the main public transportation system of Valladolid, Spain, providing scheduled bus services that connect key areas of the city and its surroundings.
  • 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_69e25d1af9d88190a0b9b5e8fa608618 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f196cfc79081909966638cec48cf60 completed April 29, 2026, 5:27 a.m.
Created at: April 17, 2026, 5:03 p.m.