Triple

T6395479
Position Surface form Disambiguated ID Type / Status
Subject Madrid Atocha railway station E143930 entity
Predicate connectsTo P845 FINISHED
Object Málaga María Zambrano railway station
Málaga María Zambrano railway station is the main rail hub in Málaga, Spain, serving high-speed AVE, long-distance, and regional trains and integrating a major commercial and transport complex.
 E590181 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: Málaga María Zambrano railway station | Statement: [Madrid Atocha railway station, connectsTo, Málaga María Zambrano railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Málaga María Zambrano railway station
Context triple: [Madrid Atocha railway station, connectsTo, Málaga María Zambrano railway station]
  • A. Murcia–El Carmen railway station
    Murcia–El Carmen railway station is the main rail hub of the city of Murcia in southeastern Spain, serving regional and long-distance passenger services.
  • B. Seville Santa Justa railway station
    Seville Santa Justa railway station is the main rail hub in Seville, Spain, known for its modern design and role as a key stop on the country’s high-speed rail network.
  • C. Aravaca railway station
    Aravaca railway station is a suburban rail and light rail interchange in the Aravaca district of Madrid, Spain, providing connections between Cercanías commuter trains and the Metro Ligero network.
  • D. Collado Villalba railway station
    Collado Villalba railway station is a commuter and regional rail hub in the town of Collado Villalba, near Madrid, Spain, serving as an important junction for several lines connecting the capital with the Sierra de Guadarrama and surrounding areas.
  • E. Valladolid-Campo Grande railway station
    Valladolid-Campo Grande railway station is the main rail hub in Valladolid, Spain, serving regional, long-distance, and high-speed train services.
  • 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: Málaga María Zambrano railway station
Triple: [Madrid Atocha railway station, connectsTo, Málaga María Zambrano railway station]
Generated description
Málaga María Zambrano railway station is the main rail hub in Málaga, Spain, serving high-speed AVE, long-distance, and regional trains and integrating a major commercial and transport complex.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Málaga María Zambrano railway station
Target entity description: Málaga María Zambrano railway station is the main rail hub in Málaga, Spain, serving high-speed AVE, long-distance, and regional trains and integrating a major commercial and transport complex.
  • A. Murcia–El Carmen railway station
    Murcia–El Carmen railway station is the main rail hub of the city of Murcia in southeastern Spain, serving regional and long-distance passenger services.
  • B. Seville Santa Justa railway station
    Seville Santa Justa railway station is the main rail hub in Seville, Spain, known for its modern design and role as a key stop on the country’s high-speed rail network.
  • C. Aravaca railway station
    Aravaca railway station is a suburban rail and light rail interchange in the Aravaca district of Madrid, Spain, providing connections between Cercanías commuter trains and the Metro Ligero network.
  • D. Collado Villalba railway station
    Collado Villalba railway station is a commuter and regional rail hub in the town of Collado Villalba, near Madrid, Spain, serving as an important junction for several lines connecting the capital with the Sierra de Guadarrama and surrounding areas.
  • E. Valladolid-Campo Grande railway station
    Valladolid-Campo Grande railway station is the main rail hub in Valladolid, Spain, serving regional, long-distance, and high-speed train services.
  • 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_69c008db906c819096f3597d55d95432 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0688275d0819086b58123c743a6db completed March 22, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c63897a5408190b6aada0e5c67fe27 completed March 27, 2026, 7:58 a.m.
NEDg Description generation batch_69c63a780e948190b61e42d31f2276ac completed March 27, 2026, 8:06 a.m.
NED2 Entity disambiguation (via description) batch_69c63b1c559c8190b9ab541193df48bb completed March 27, 2026, 8:09 a.m.
Created at: March 22, 2026, 4:35 p.m.