Triple

T6939474
Position Surface form Disambiguated ID Type / Status
Subject San José Province E160636 entity
Predicate contains P35 FINISHED
Object Desamparados
Desamparados is a populous canton and suburb of San José in Costa Rica, known for its residential neighborhoods and proximity to the capital city.
 E628644 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: Desamparados | Statement: [San José Province, contains, Desamparados]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Desamparados
Context triple: [San José Province, contains, Desamparados]
  • A. Puerto del Hambre
    Puerto del Hambre is a historic site in southern Chile marking the failed 16th-century Spanish colony of Rey Don Felipe, remembered for the starvation and death of nearly all its settlers.
  • B. Esperanza
    Esperanza is a municipality located in the province of Sultan Kudarat in the Philippines, known for its agricultural economy and diverse cultural communities.
  • C. Esperanza
    Esperanza is a small coastal village on the island of Vieques in Puerto Rico, known for its seaside promenade, beaches, and access to the nearby bioluminescent bay.
  • D. Ontinyent
    Ontinyent is a historic town in eastern Spain known for its textile industry, traditional festivals, and scenic setting along the Clariano River.
  • E. Maynas
    Maynas was a historical region and indigenous group in the Amazon Basin, whose name was later used for the Maynas Province in Peru.
  • 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: Desamparados
Triple: [San José Province, contains, Desamparados]
Generated description
Desamparados is a populous canton and suburb of San José in Costa Rica, known for its residential neighborhoods and proximity to the capital city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Desamparados
Target entity description: Desamparados is a populous canton and suburb of San José in Costa Rica, known for its residential neighborhoods and proximity to the capital city.
  • A. Puerto del Hambre
    Puerto del Hambre is a historic site in southern Chile marking the failed 16th-century Spanish colony of Rey Don Felipe, remembered for the starvation and death of nearly all its settlers.
  • B. Esperanza
    Esperanza is a municipality located in the province of Sultan Kudarat in the Philippines, known for its agricultural economy and diverse cultural communities.
  • C. Esperanza
    Esperanza is a small coastal village on the island of Vieques in Puerto Rico, known for its seaside promenade, beaches, and access to the nearby bioluminescent bay.
  • D. Ontinyent
    Ontinyent is a historic town in eastern Spain known for its textile industry, traditional festivals, and scenic setting along the Clariano River.
  • E. Maynas
    Maynas was a historical region and indigenous group in the Amazon Basin, whose name was later used for the Maynas Province in Peru.
  • 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_69c6884f3db4819080ad65da69386206 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6da641ce08190a133c9ba4977755d completed March 27, 2026, 7:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7515880948190970cadd7adeda435 completed March 28, 2026, 3:56 a.m.
NEDg Description generation batch_69c7524e3ef48190a78601ca290f133d completed March 28, 2026, 4 a.m.
NED2 Entity disambiguation (via description) batch_69c752dca6e08190a087898d99c015ac completed March 28, 2026, 4:02 a.m.
Created at: March 27, 2026, 2:28 p.m.