Triple

T8102862
Position Surface form Disambiguated ID Type / Status
Subject Costa del Sol Occidental E189155 entity
Predicate containsMunicipality P852 FINISHED
Object Benahavís
Benahavís is a picturesque inland village and municipality in Spain’s Málaga province, known for its mountain scenery, golf courses, and upscale residential developments near the Costa del Sol.
 E724650 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: Benahavís | Statement: [Costa del Sol Occidental, containsMunicipality, Benahavís]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Benahavís
Context triple: [Costa del Sol Occidental, containsMunicipality, Benahavís]
  • A. Alhué
    Alhué is a rural commune and town in central Chile known for its agricultural activities and traditional countryside character within the Santiago Metropolitan Region.
  • B. Brihuega
    Brihuega is a historic town in central Spain’s Castilla-La Mancha region, renowned for its medieval architecture and extensive lavender fields.
  • C. Mairena del Aljarafe
    Mairena del Aljarafe is a suburban municipality in Andalusia, Spain, located near the city of Seville and known for its residential character and growing services sector.
  • D. Utrera
    Utrera is a historic town in southern Spain’s Andalusia region, known for its rich flamenco heritage, traditional bullfighting culture, and well-preserved architecture.
  • E. Gúdar-Javalambre
    Gúdar-Javalambre is a mountainous comarca in the province of Teruel, Aragon, Spain, known for its ski resorts, high-altitude landscapes, and rural villages.
  • 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: Benahavís
Triple: [Costa del Sol Occidental, containsMunicipality, Benahavís]
Generated description
Benahavís is a picturesque inland village and municipality in Spain’s Málaga province, known for its mountain scenery, golf courses, and upscale residential developments near the Costa del Sol.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Benahavís
Target entity description: Benahavís is a picturesque inland village and municipality in Spain’s Málaga province, known for its mountain scenery, golf courses, and upscale residential developments near the Costa del Sol.
  • A. Alhué
    Alhué is a rural commune and town in central Chile known for its agricultural activities and traditional countryside character within the Santiago Metropolitan Region.
  • B. Brihuega
    Brihuega is a historic town in central Spain’s Castilla-La Mancha region, renowned for its medieval architecture and extensive lavender fields.
  • C. Mairena del Aljarafe
    Mairena del Aljarafe is a suburban municipality in Andalusia, Spain, located near the city of Seville and known for its residential character and growing services sector.
  • D. Utrera
    Utrera is a historic town in southern Spain’s Andalusia region, known for its rich flamenco heritage, traditional bullfighting culture, and well-preserved architecture.
  • E. Gúdar-Javalambre
    Gúdar-Javalambre is a mountainous comarca in the province of Teruel, Aragon, Spain, known for its ski resorts, high-altitude landscapes, and rural villages.
  • 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_69ca82b886d88190a9cba0d5a4a27521 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb42bd91408190880293dfdce8bef7 completed March 31, 2026, 3:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd948fcf90819090c80e1ac4ac1b0c completed April 1, 2026, 9:56 p.m.
NEDg Description generation batch_69cd9e03dd2c8190b7e18cdc3fa62b16 completed April 1, 2026, 10:36 p.m.
NED2 Entity disambiguation (via description) batch_69cd9faa9654819080aaae51c9835af0 completed April 1, 2026, 10:43 p.m.
Created at: March 30, 2026, 5:31 p.m.