Triple

T16343228
Position Surface form Disambiguated ID Type / Status
Subject Trans-European high-speed rail network E396859 entity
Predicate includes P1393 FINISHED
Object Spanish AVE high-speed lines
Spanish AVE high-speed lines are Spain’s national high-speed railway routes that connect major cities at up to 300 km/h and form a key part of the country’s modern rail infrastructure.
 E1208092 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: Spanish AVE high-speed lines | Statement: [Trans-European high-speed rail network, includes, Spanish AVE high-speed lines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Spanish AVE high-speed lines
Context triple: [Trans-European high-speed rail network, includes, Spanish AVE high-speed lines]
  • A. Madrid–Valladolid high-speed line
    The Madrid–Valladolid high-speed line is a major Spanish AVE railway corridor connecting Madrid with Valladolid as part of the country’s high-speed rail network.
  • B. Madrid–Toledo high-speed rail line
    The Madrid–Toledo high-speed rail line is a Spanish AVE route that connects the capital Madrid with the historic city of Toledo via dedicated high-speed tracks.
  • C. Madrid–Seville high-speed rail line
    The Madrid–Seville high-speed rail line is a pioneering Spanish high-speed railway corridor that connects the capital Madrid with Seville in Andalusia and helped launch Spain’s modern AVE network.
  • D. Madrid–Barcelona high-speed line
    The Madrid–Barcelona high-speed line is a major Spanish AVE railway corridor that connects the country’s capital with its second-largest city using dedicated high-speed infrastructure.
  • E. Madrid–Huesca high-speed rail line
    The Madrid–Huesca high-speed rail line is a Spanish AVE route that connects Madrid with northeastern Aragon, forming part of the country’s core high-speed rail network.
  • 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: Spanish AVE high-speed lines
Triple: [Trans-European high-speed rail network, includes, Spanish AVE high-speed lines]
Generated description
Spanish AVE high-speed lines are Spain’s national high-speed railway routes that connect major cities at up to 300 km/h and form a key part of the country’s modern rail infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Spanish AVE high-speed lines
Target entity description: Spanish AVE high-speed lines are Spain’s national high-speed railway routes that connect major cities at up to 300 km/h and form a key part of the country’s modern rail infrastructure.
  • A. Madrid–Valladolid high-speed line
    The Madrid–Valladolid high-speed line is a major Spanish AVE railway corridor connecting Madrid with Valladolid as part of the country’s high-speed rail network.
  • B. Madrid–Toledo high-speed rail line
    The Madrid–Toledo high-speed rail line is a Spanish AVE route that connects the capital Madrid with the historic city of Toledo via dedicated high-speed tracks.
  • C. Madrid–Seville high-speed rail line
    The Madrid–Seville high-speed rail line is a pioneering Spanish high-speed railway corridor that connects the capital Madrid with Seville in Andalusia and helped launch Spain’s modern AVE network.
  • D. Madrid–Barcelona high-speed line
    The Madrid–Barcelona high-speed line is a major Spanish AVE railway corridor that connects the country’s capital with its second-largest city using dedicated high-speed infrastructure.
  • E. Madrid–Huesca high-speed rail line
    The Madrid–Huesca high-speed rail line is a Spanish AVE route that connects Madrid with northeastern Aragon, forming part of the country’s core high-speed rail network.
  • 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_69d87f26864c819088365ca381a003c2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2da0b88d081908a99cafa8e0ae5db completed April 18, 2026, 1:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a002dadcaa48190865cec201cde47e3 completed May 10, 2026, 7:03 a.m.
NEDg Description generation batch_6a002e8094e08190b168d6ae5e9de604 completed May 10, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_6a002f4c23e481909bf11d7329e0bd6f completed May 10, 2026, 7:10 a.m.
Created at: April 10, 2026, 5:07 a.m.