Triple

T6395474
Position Surface form Disambiguated ID Type / Status
Subject Madrid Atocha railway station E143930 entity
Predicate railNetwork P522 FINISHED
Object Media Distancia
Media Distancia is Spain’s network of medium-distance regional train services operated by Renfe, connecting major cities like Madrid with surrounding regions.
E590179 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: Media Distancia | Statement: [Madrid Atocha railway station, railNetwork, Media Distancia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Media Distancia
Context triple: [Madrid Atocha railway station, railNetwork, Media Distancia]
  • A. Distance Matrix API
    The Distance Matrix API is a Google Maps web service that calculates travel distance and time between multiple origins and destinations for use in routing, logistics, and location-based applications.
  • B. Maps Platform Web Services
    Maps Platform Web Services is a suite of HTTP-based Google Maps APIs that let developers integrate mapping, routing, geocoding, and related location-based functionality into web and server applications.
  • C. Maps Static API
    Maps Static API is a Google Maps web service that lets developers embed simple, non-interactive map images into web pages or applications via HTTP requests.
  • D. Distance and Time
    "Distance and Time" is a soulful R&B ballad by Alicia Keys that reflects on love, longing, and emotional separation.
  • E. Bhattacharyya distance
    Bhattacharyya distance is a statistical measure of similarity between two probability distributions, often used in pattern recognition and classification to quantify their overlap.
  • 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: Media Distancia
Triple: [Madrid Atocha railway station, railNetwork, Media Distancia]
Generated description
Media Distancia is Spain’s network of medium-distance regional train services operated by Renfe, connecting major cities like Madrid with surrounding regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Media Distancia
Target entity description: Media Distancia is Spain’s network of medium-distance regional train services operated by Renfe, connecting major cities like Madrid with surrounding regions.
  • A. Distance Matrix API
    The Distance Matrix API is a Google Maps web service that calculates travel distance and time between multiple origins and destinations for use in routing, logistics, and location-based applications.
  • B. Maps Platform Web Services
    Maps Platform Web Services is a suite of HTTP-based Google Maps APIs that let developers integrate mapping, routing, geocoding, and related location-based functionality into web and server applications.
  • C. Maps Static API
    Maps Static API is a Google Maps web service that lets developers embed simple, non-interactive map images into web pages or applications via HTTP requests.
  • D. Distance and Time
    "Distance and Time" is a soulful R&B ballad by Alicia Keys that reflects on love, longing, and emotional separation.
  • E. Bhattacharyya distance
    Bhattacharyya distance is a statistical measure of similarity between two probability distributions, often used in pattern recognition and classification to quantify their overlap.
  • 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.