Triple

T634945
Position Surface form Disambiguated ID Type / Status
Subject Valparaíso Region E16602 entity
Predicate hasMajorCity P316 FINISHED
Object Quilpué
Quilpué is a rapidly growing commuter city in central Chile known for its residential character and proximity to the port city of Valparaíso.
 E86853 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: Quilpué | Statement: [Valparaíso Region, hasMajorCity, Quilpué]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Quilpué
Context triple: [Valparaíso Region, hasMajorCity, Quilpué]
  • A. Talcahuano
    Talcahuano is a major Chilean port city and naval base known for its shipyards and fishing industry.
  • B. Calama
    Calama is a city in northern Chile known as a key mining center and gateway to the Atacama Desert.
  • C. Chañaral
    Chañaral is a coastal city in northern Chile known historically for its mining activity and its location along the Atacama Desert shoreline.
  • D. Andacollo
    Andacollo is a small mining town and municipality in Chile’s Coquimbo Region, known for its copper deposits and the religious shrine of the Virgin of Andacollo.
  • E. Elqui River
    The Elqui River is a key waterway in northern Chile known for irrigating the Elqui Valley, a region famous for its vineyards, pisco production, and clear skies for astronomical observation.
  • 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: Quilpué
Triple: [Valparaíso Region, hasMajorCity, Quilpué]
Generated description
Quilpué is a rapidly growing commuter city in central Chile known for its residential character and proximity to the port city of Valparaíso.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Quilpué
Target entity description: Quilpué is a rapidly growing commuter city in central Chile known for its residential character and proximity to the port city of Valparaíso.
  • A. Talcahuano
    Talcahuano is a major Chilean port city and naval base known for its shipyards and fishing industry.
  • B. Calama
    Calama is a city in northern Chile known as a key mining center and gateway to the Atacama Desert.
  • C. Chañaral
    Chañaral is a coastal city in northern Chile known historically for its mining activity and its location along the Atacama Desert shoreline.
  • D. Andacollo
    Andacollo is a small mining town and municipality in Chile’s Coquimbo Region, known for its copper deposits and the religious shrine of the Virgin of Andacollo.
  • E. Elqui River
    The Elqui River is a key waterway in northern Chile known for irrigating the Elqui Valley, a region famous for its vineyards, pisco production, and clear skies for astronomical observation.
  • 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_69a4936be1c88190af56540324b57da7 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49ee4ee8481908ad45405e3f3835c completed March 1, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a63742d8a8819087c7c2fa2430da75 completed March 3, 2026, 1:20 a.m.
NEDg Description generation batch_69a637ef099c8190a23f59a39e4e110a completed March 3, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69a63c075f988190aa9f7073b44fb97b completed March 3, 2026, 1:40 a.m.
Created at: March 1, 2026, 7:35 p.m.