Triple

T8947534
Position Surface form Disambiguated ID Type / Status
Subject Bilbao tram E213258 entity
Predicate serves P98 FINISHED
Object Deusto area
The Deusto area is a district of Bilbao, Spain, located along the Nervión River and known for housing the University of Deusto and a mix of residential, commercial, and educational spaces.
E641346 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: Deusto area | Statement: [Bilbao tram, serves, Deusto area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deusto area
Context triple: [Bilbao tram, serves, Deusto area]
  • A. Malasaña area
    Malasaña area is a central Madrid neighborhood known for its vibrant nightlife, alternative culture, and historic role in the Movida Madrileña countercultural movement.
  • B. Bilbao metropolitan area
    The Bilbao metropolitan area is a major urban and industrial region in northern Spain centered on the city of Bilbao, known for its economic importance, cultural institutions, and role as the core of Greater Bilbao in the Basque Country.
  • C. Lastarria neighborhood
    The Lastarria neighborhood is a historic and bohemian district in central Santiago, Chile, known for its cultural venues, restaurants, and vibrant street life.
  • D. Montijo area
    The Montijo area is a region on the south bank of the Tagus River in Portugal, opposite Lisbon, known for its proximity to major transport links and growing suburban development.
  • E. Moncloa-Aravaca District of Madrid
    Moncloa-Aravaca District of Madrid is a large, predominantly residential and institutional district in western Madrid that includes the Moncloa transport hub, university area, and several major government and cultural sites.
  • 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: Deusto area
Triple: [Bilbao tram, serves, Deusto area]
Generated description
The Deusto area is a district of Bilbao, Spain, located along the Nervión River and known for housing the University of Deusto and a mix of residential, commercial, and educational spaces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deusto area
Target entity description: The Deusto area is a district of Bilbao, Spain, located along the Nervión River and known for housing the University of Deusto and a mix of residential, commercial, and educational spaces.
  • A. Malasaña area
    Malasaña area is a central Madrid neighborhood known for its vibrant nightlife, alternative culture, and historic role in the Movida Madrileña countercultural movement.
  • B. Bilbao metropolitan area chosen
    The Bilbao metropolitan area is a major urban and industrial region in northern Spain centered on the city of Bilbao, known for its economic importance, cultural institutions, and role as the core of Greater Bilbao in the Basque Country.
  • C. Lastarria neighborhood
    The Lastarria neighborhood is a historic and bohemian district in central Santiago, Chile, known for its cultural venues, restaurants, and vibrant street life.
  • D. Montijo area
    The Montijo area is a region on the south bank of the Tagus River in Portugal, opposite Lisbon, known for its proximity to major transport links and growing suburban development.
  • E. Moncloa-Aravaca District of Madrid
    Moncloa-Aravaca District of Madrid is a large, predominantly residential and institutional district in western Madrid that includes the Moncloa transport hub, university area, and several major government and cultural sites.
  • F. None of above.

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_69ca839843408190a39069a029a89f15 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66deb8ec819087a9c5eddd24c08a completed April 1, 2026, 12:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc2022e30819089ba08f494a3a66f completed April 3, 2026, 1:34 p.m.
NEDg Description generation batch_69cfc27bae88819094bcfdf10e89018b completed April 3, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69cfc61d26fc8190817b430cb6fa9646 completed April 3, 2026, 1:52 p.m.
Created at: March 30, 2026, 6:59 p.m.