Triple

T15528023
Position Surface form Disambiguated ID Type / Status
Subject Spanish railway network E369132 entity
Predicate includesSubsystem P25619 FINISHED
Object Feve network
The Feve network is a Spanish narrow-gauge railway system that operates regional and commuter services, particularly along the northern coast of Spain.
 E1161571 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: Feve network | Statement: [Spanish railway network, includesSubsystem, Feve network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Feve network
Context triple: [Spanish railway network, includesSubsystem, Feve network]
  • A. Libero fare network
    The Libero fare network is a regional integrated public transport tariff system in Switzerland that coordinates ticketing and fares across multiple transit operators and modes.
  • B. Pasteur Network
    Pasteur Network is a global alliance of research institutes dedicated to studying infectious diseases and improving public health through scientific collaboration, surveillance, and training.
  • C. Vives Network
    Vives Network is a collaborative association of universities and higher education institutions in the Catalan-speaking regions that promotes academic, cultural, and research cooperation.
  • D. Netze
    Netze is the German name for the Noteć, a river in north-central Poland that is a tributary of the Warta.
  • E. Starck Network
    Starck Network is a design and creative agency founded by renowned French designer Philippe Starck to develop and manage his wide-ranging design projects and collaborations.
  • 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: Feve network
Triple: [Spanish railway network, includesSubsystem, Feve network]
Generated description
The Feve network is a Spanish narrow-gauge railway system that operates regional and commuter services, particularly along the northern coast of Spain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Feve network
Target entity description: The Feve network is a Spanish narrow-gauge railway system that operates regional and commuter services, particularly along the northern coast of Spain.
  • A. Libero fare network
    The Libero fare network is a regional integrated public transport tariff system in Switzerland that coordinates ticketing and fares across multiple transit operators and modes.
  • B. Pasteur Network
    Pasteur Network is a global alliance of research institutes dedicated to studying infectious diseases and improving public health through scientific collaboration, surveillance, and training.
  • C. Vives Network
    Vives Network is a collaborative association of universities and higher education institutions in the Catalan-speaking regions that promotes academic, cultural, and research cooperation.
  • D. Netze
    Netze is the German name for the Noteć, a river in north-central Poland that is a tributary of the Warta.
  • E. Starck Network
    Starck Network is a design and creative agency founded by renowned French designer Philippe Starck to develop and manage his wide-ranging design projects and collaborations.
  • 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_69ff3d598e6c8190870e9249197f5f53 completed May 9, 2026, 1:57 p.m.
NEDg Description generation batch_69ff3de663848190936a5b1d31d18c75 completed May 9, 2026, 2 p.m.
NED2 Entity disambiguation (via description) batch_69ff3e8c5f308190a335dbc45f9d88ee completed May 9, 2026, 2:02 p.m.
Created at: April 10, 2026, 4:05 a.m.