Triple

T7371156
Position Surface form Disambiguated ID Type / Status
Subject Malleco River E170006 entity
Predicate nameInSpanish P2789 FINISHED
Object Río Malleco
Río Malleco is a river in southern Chile known for flowing through the Araucanía Region and contributing to the region’s agriculture and hydrology.
E689405 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: Río Malleco | Statement: [Malleco River, nameInSpanish, Río Malleco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Río Malleco
Context triple: [Malleco River, nameInSpanish, Río Malleco]
  • A. Río Maipo
    Río Maipo is a major river in central Chile that flows from the Andes through the Maipo Valley to the Pacific Ocean, playing a key role in irrigation, hydropower, and wine production in the region.
  • B. 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.
  • C. Río Mapocho
    Río Mapocho is a river in central Chile that flows through the capital city of Santiago and is historically significant for the city's development and urban landscape.
  • D. Biobío River
    The Biobío River is one of Chile's largest and most historically significant rivers, flowing from the Andes to the Pacific Ocean in the south-central part of the country.
  • E. Alto Maipo
    Alto Maipo is a high-altitude subregion of Chile’s Maipo Valley renowned for producing structured, age-worthy Cabernet Sauvignon and other premium red wines.
  • 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: Río Malleco
Triple: [Malleco River, nameInSpanish, Río Malleco]
Generated description
Río Malleco is a river in southern Chile known for flowing through the Araucanía Region and contributing to the region’s agriculture and hydrology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Río Malleco
Target entity description: Río Malleco is a river in southern Chile known for flowing through the Araucanía Region and contributing to the region’s agriculture and hydrology.
  • A. Río Maipo
    Río Maipo is a major river in central Chile that flows from the Andes through the Maipo Valley to the Pacific Ocean, playing a key role in irrigation, hydropower, and wine production in the region.
  • B. 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.
  • C. Río Mapocho
    Río Mapocho is a river in central Chile that flows through the capital city of Santiago and is historically significant for the city's development and urban landscape.
  • D. Biobío River
    The Biobío River is one of Chile's largest and most historically significant rivers, flowing from the Andes to the Pacific Ocean in the south-central part of the country.
  • E. Alto Maipo
    Alto Maipo is a high-altitude subregion of Chile’s Maipo Valley renowned for producing structured, age-worthy Cabernet Sauvignon and other premium red wines.
  • 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_69c68a5bfaac81909ce7f001dfb70c76 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f182df5c81908964fbaa3f8ec790 completed March 27, 2026, 9:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8fa20137081909a21ac366c19407f completed March 29, 2026, 10:08 a.m.
NEDg Description generation batch_69c8fde9ff1c81909aaae20da6c18a50 completed March 29, 2026, 10:24 a.m.
NED2 Entity disambiguation (via description) batch_69c8fe364fb081908cf0959809c204e2 completed March 29, 2026, 10:25 a.m.
Created at: March 27, 2026, 3:07 p.m.