Triple

T23296288
Position Surface form Disambiguated ID Type / Status
Subject Media Distancia E590179 entity
Predicate rollingStockSeriesUsed P45556 FINISHED
Object Renfe Class 449
The Renfe Class 449 is a series of electric multiple unit trains operated by Spain’s national railway company for medium-distance passenger services, featuring modern amenities and improved performance over earlier regional fleets.
E1581213 NE FINISHED

How this triple was built (5 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: Renfe Class 449 | Statement: [Media Distancia, rollingStockSeriesUsed, Renfe Class 449]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Renfe Class 449
Context triple: [Media Distancia, rollingStockSeriesUsed, Renfe Class 449]
  • A. Renfe 447 series
    The Renfe 447 series is a class of electric multiple unit commuter trains widely used across Spain’s suburban rail networks.
  • B. Renfe 446 series
    The Renfe 446 series is a class of electric multiple unit commuter trains used extensively in Spain’s Cercanías suburban rail services.
  • C. Renfe Class Civia
    Renfe Class Civia is a family of electric multiple unit commuter trains operated by Spain’s national railway company for suburban and regional passenger services.
  • D. Renfe 450 series EMU
    The Renfe 450 series EMU is a double-deck electric multiple unit used by Spain’s national railway operator for high-capacity suburban commuter services.
  • E. Renfe Avant
    Renfe Avant is a Spanish high-speed rail service focused on medium-distance routes, offering fast connections between nearby cities.
  • 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: Renfe Class 449
Triple: [Media Distancia, rollingStockSeriesUsed, Renfe Class 449]
Generated description
The Renfe Class 449 is a series of electric multiple unit trains operated by Spain’s national railway company for medium-distance passenger services, featuring modern amenities and improved performance over earlier regional fleets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Renfe Class 449
Target entity description: The Renfe Class 449 is a series of electric multiple unit trains operated by Spain’s national railway company for medium-distance passenger services, featuring modern amenities and improved performance over earlier regional fleets.
  • A. Renfe 447 series
    The Renfe 447 series is a class of electric multiple unit commuter trains widely used across Spain’s suburban rail networks.
  • B. Renfe 446 series
    The Renfe 446 series is a class of electric multiple unit commuter trains used extensively in Spain’s Cercanías suburban rail services.
  • C. Renfe Class Civia
    Renfe Class Civia is a family of electric multiple unit commuter trains operated by Spain’s national railway company for suburban and regional passenger services.
  • D. Renfe 450 series EMU
    The Renfe 450 series EMU is a double-deck electric multiple unit used by Spain’s national railway operator for high-capacity suburban commuter services.
  • E. Renfe Avant
    Renfe Avant is a Spanish high-speed rail service focused on medium-distance routes, offering fast connections between nearby cities.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: rollingStockSeriesUsed
Context triple: [Media Distancia, rollingStockSeriesUsed, Renfe Class 449]
  • A. rollingStockUsedByMainOperator
    Indicates that the specified rolling stock (e.g., trains or carriages) is used in service by the primary or main operator of a transport system.
  • B. rollingStockType
    Indicates the specific category or type of railway rolling stock associated with an entity (e.g., locomotive, passenger car, freight wagon).
  • C. rollingStockEra
    Indicates the historical or operational time period during which a particular piece of rolling stock is designed to represent or is considered appropriate.
  • D. rollingStockFamily chosen
    Indicates a relationship where a piece of rolling stock belongs to, or is classified under, a particular family or series of related rolling stock designs.
  • E. rollingStockLength
    Indicates the length measurement of a piece of rolling stock in a rail or transit system.
  • F. None of above.

Provenance (6 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_69f196cec9e88190b83cfd53a6455e0f completed April 29, 2026, 5:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c92b3f88190b4149ec072522e49 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4ef9dcc48190b0c0ca52555f5490 completed May 19, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0c506fc3448190bbd36ba192f30e58 completed May 19, 2026, 11:58 a.m.
PD Predicate disambiguation batch_69effcf325f88190b320268c3c551abb completed April 28, 2026, 12:18 a.m.
Created at: April 17, 2026, 5:03 p.m.