Triple

T4874318
Position Surface form Disambiguated ID Type / Status
Subject Tinguiririca River E109163 entity
Predicate near P350 FINISHED
Object San Fernando, Chile
San Fernando is a city in central Chile’s O’Higgins Region, known as an agricultural hub in the Colchagua Valley and a gateway to nearby Andean landscapes and vineyards.
E518861 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: San Fernando, Chile | Statement: [Tinguiririca River, near, San Fernando, Chile]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: San Fernando, Chile
Context triple: [Tinguiririca River, near, San Fernando, Chile]
  • A. Las Campanas, Chile
    Las Campanas, Chile is a high-altitude astronomical observatory site in the Chilean Andes renowned for its exceptionally clear, dark skies used by major research telescopes.
  • B. La Serena
    La Serena is a coastal city in northern Chile known for its colonial architecture, beaches, and role as a gateway to major astronomical observatories in the region.
  • C. Los Ángeles, Chile
    Los Ángeles, Chile is a city in south-central Chile that serves as the capital of Biobío Province and a regional hub for agriculture, forestry, and commerce.
  • D. San Antonio (Chile)
    San Antonio (Chile) is a major Chilean port city known as one of the country’s principal hubs for maritime trade and shipping.
  • E. Maipú
    Maipú is a renowned wine-producing region in Argentina’s Mendoza Province, noted for its high-quality Malbec and other varietals.
  • 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: San Fernando, Chile
Triple: [Tinguiririca River, near, San Fernando, Chile]
Generated description
San Fernando is a city in central Chile’s O’Higgins Region, known as an agricultural hub in the Colchagua Valley and a gateway to nearby Andean landscapes and vineyards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: San Fernando, Chile
Target entity description: San Fernando is a city in central Chile’s O’Higgins Region, known as an agricultural hub in the Colchagua Valley and a gateway to nearby Andean landscapes and vineyards.
  • A. Las Campanas, Chile
    Las Campanas, Chile is a high-altitude astronomical observatory site in the Chilean Andes renowned for its exceptionally clear, dark skies used by major research telescopes.
  • B. La Serena
    La Serena is a coastal city in northern Chile known for its colonial architecture, beaches, and role as a gateway to major astronomical observatories in the region.
  • C. Los Ángeles, Chile
    Los Ángeles, Chile is a city in south-central Chile that serves as the capital of Biobío Province and a regional hub for agriculture, forestry, and commerce.
  • D. San Antonio (Chile)
    San Antonio (Chile) is a major Chilean port city known as one of the country’s principal hubs for maritime trade and shipping.
  • E. Maipú
    Maipú is a populous commune and suburb of Santiago, Chile, known for its residential areas, commercial activity, and historical significance in the Santiago Metropolitan Region.
  • 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_69bd440d96a48190b0c87069adef2af1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6da1b45881909d45cb1214f5bdde completed March 20, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3a7def848190836605d706aa7599 completed March 22, 2026, 12:40 a.m.
NEDg Description generation batch_69bf3c38bbec8190a7722de71b9f7ce0 completed March 22, 2026, 12:47 a.m.
NED2 Entity disambiguation (via description) batch_69bf3c92220c819095e4e90f62086618 completed March 22, 2026, 12:49 a.m.
Created at: March 20, 2026, 1:27 p.m.