Triple

T16955932
Position Surface form Disambiguated ID Type / Status
Subject Costa Rican Route 32 E411300 entity
Predicate passesNear P416 FINISHED
Object Guápiles
Guápiles is a major town in Costa Rica’s Limón province that serves as a key commercial and transit hub between the Central Valley and the Caribbean coast.
 E1242440 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: Guápiles | Statement: [Costa Rican Route 32, passesNear, Guápiles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guápiles
Context triple: [Costa Rican Route 32, passesNear, Guápiles]
  • A. Jalapa de Díaz
    Jalapa de Díaz is a town and municipality in the state of Oaxaca, Mexico, known for its indigenous Mazatec-speaking population and mountainous surroundings.
  • B. Curridabat
    Curridabat is a suburban city and canton in Costa Rica known for its residential neighborhoods, commercial development, and proximity to the capital, San José.
  • C. Villacarrillo
    Villacarrillo is a town and municipality in the province of Jaén in Andalusia, southern Spain, known for its surrounding olive groves and agricultural economy.
  • D. Jalapa
    Jalapa is the capital city of the Mexican state of Veracruz, known for its cool, misty climate, cultural institutions, and surrounding coffee-growing region.
  • E. Tacuba
    Tacuba is a historic neighborhood in Mexico City known for its colonial-era architecture and role as a former pre-Hispanic town.
  • 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: Guápiles
Triple: [Costa Rican Route 32, passesNear, Guápiles]
Generated description
Guápiles is a major town in Costa Rica’s Limón province that serves as a key commercial and transit hub between the Central Valley and the Caribbean coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guápiles
Target entity description: Guápiles is a major town in Costa Rica’s Limón province that serves as a key commercial and transit hub between the Central Valley and the Caribbean coast.
  • A. Jalapa de Díaz
    Jalapa de Díaz is a town and municipality in the state of Oaxaca, Mexico, known for its indigenous Mazatec-speaking population and mountainous surroundings.
  • B. Curridabat
    Curridabat is a suburban city and canton in Costa Rica known for its residential neighborhoods, commercial development, and proximity to the capital, San José.
  • C. Villacarrillo
    Villacarrillo is a town and municipality in the province of Jaén in Andalusia, southern Spain, known for its surrounding olive groves and agricultural economy.
  • D. Jalapa
    Jalapa is the capital city of the Mexican state of Veracruz, known for its cool, misty climate, cultural institutions, and surrounding coffee-growing region.
  • E. Tacuba
    Tacuba is a historic neighborhood in Mexico City known for its colonial-era architecture and role as a former pre-Hispanic town.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d01bb700819082a441c124be3cb6 completed April 18, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d4666f14819095fc3bcf5e459b61 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d51835c48190b1a37de6ac25ceaa completed May 10, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_6a00d59b96108190a0e55f01529a0b64 completed May 10, 2026, 6:59 p.m.
Created at: April 10, 2026, 5:31 a.m.