Triple

T15528116
Position Surface form Disambiguated ID Type / Status
Subject AVE high-speed services E369134 entity
Predicate acronymFor P590 FINISHED
Object Alta Velocidad Española
Alta Velocidad Española is Spain’s national high-speed rail network, operated by Renfe and known for connecting major cities at speeds comparable to air travel.
E1170536 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: Alta Velocidad Española | Statement: [AVE high-speed services, acronymFor, Alta Velocidad Española]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alta Velocidad Española
Context triple: [AVE high-speed services, acronymFor, Alta Velocidad Española]
  • A. Renfe Operadora
    Renfe Operadora is Spain’s national state-owned railway company, responsible for operating most passenger and freight rail services across the country.
  • B. Renfe Mercancías
    Renfe Mercancías is the freight transport division of Spain’s national railway operator, specializing in the movement of goods by rail across the Iberian Peninsula and beyond.
  • C. Renfe Cercanías
    Renfe Cercanías is Spain’s suburban and commuter rail service network, operating frequent regional trains that connect major cities with their surrounding metropolitan areas.
  • D. OUIGO España
    OUIGO España is a low-cost high-speed rail operator in Spain that runs budget-friendly AVE services on major routes such as Madrid–Barcelona and Madrid–Valencia.
  • E. Adif
    Adif is Spain’s state-owned railway infrastructure manager responsible for the construction, maintenance, and operation of most of the country’s rail network and stations.
  • 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: Alta Velocidad Española
Triple: [AVE high-speed services, acronymFor, Alta Velocidad Española]
Generated description
Alta Velocidad Española is Spain’s national high-speed rail network, operated by Renfe and known for connecting major cities at speeds comparable to air travel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alta Velocidad Española
Target entity description: Alta Velocidad Española is Spain’s national high-speed rail network, operated by Renfe and known for connecting major cities at speeds comparable to air travel.
  • A. Renfe Operadora
    Renfe Operadora is Spain’s national state-owned railway company, responsible for operating most passenger and freight rail services across the country.
  • B. Renfe Mercancías
    Renfe Mercancías is the freight transport division of Spain’s national railway operator, specializing in the movement of goods by rail across the Iberian Peninsula and beyond.
  • C. Renfe Cercanías
    Renfe Cercanías is Spain’s suburban and commuter rail service network, operating frequent regional trains that connect major cities with their surrounding metropolitan areas.
  • D. OUIGO España
    OUIGO España is a low-cost high-speed rail operator in Spain that runs budget-friendly AVE services on major routes such as Madrid–Barcelona and Madrid–Valencia.
  • E. Adif
    Adif is Spain’s state-owned railway infrastructure manager responsible for the construction, maintenance, and operation of most of the country’s rail network and stations.
  • 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_69d85a1794cc8190b0b428716296e63e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0414620588190958ffde651ccab5f completed April 16, 2026, 1:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6ec6b5ac8190abeb944857d912e6 completed May 9, 2026, 5:28 p.m.
NEDg Description generation batch_69ff6fc55c2c8190a94517888143ee61 completed May 9, 2026, 5:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff703fe0088190ab5578d3d398ca09 completed May 9, 2026, 5:34 p.m.
Created at: April 10, 2026, 4:05 a.m.