Triple

T2533604
Position Surface form Disambiguated ID Type / Status
Subject Cusco Region E56219 entity
Predicate borders P224 FINISHED
Object Madre de Dios Region
Madre de Dios Region is a sparsely populated, biodiverse region in southeastern Peru known for its Amazon rainforest, protected natural reserves, and ecotourism.
 E282765 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: Madre de Dios Region | Statement: [Cusco Region, borders, Madre de Dios Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Madre de Dios Region
Context triple: [Cusco Region, borders, Madre de Dios Region]
  • A. Cajamarca Region
    Cajamarca Region is an administrative region in northern Peru known for its Andean highlands, rich colonial and pre-Columbian history, and significant mining and agricultural activities.
  • B. Lima Region
    Lima Region is an administrative region on the central coast of Peru that surrounds but does not include the country’s capital city, Lima.
  • C. Ancash Region
    Ancash Region is a coastal and Andean region in north-central Peru known for the Cordillera Blanca mountain range, including Huascarán, the country’s highest peak.
  • D. Cusco Region
    Cusco Region is a department in southeastern Peru known as the historic heartland of the Inca Empire and home to major archaeological sites including Machu Picchu and the Sacred Valley.
  • E. Los Ríos Region
    Los Ríos Region is an administrative region in southern Chile known for its lakes, rivers, temperate rainforests, and the city of Valdivia as its capital.
  • 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: Madre de Dios Region
Triple: [Cusco Region, borders, Madre de Dios Region]
Generated description
Madre de Dios Region is a sparsely populated, biodiverse region in southeastern Peru known for its Amazon rainforest, protected natural reserves, and ecotourism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Madre de Dios Region
Target entity description: Madre de Dios Region is a sparsely populated, biodiverse region in southeastern Peru known for its Amazon rainforest, protected natural reserves, and ecotourism.
  • A. Cajamarca Region
    Cajamarca Region is an administrative region in northern Peru known for its Andean highlands, rich colonial and pre-Columbian history, and significant mining and agricultural activities.
  • B. Lima Region
    Lima Region is an administrative region on the central coast of Peru that surrounds but does not include the country’s capital city, Lima.
  • C. Ancash Region
    Ancash Region is a coastal and Andean region in north-central Peru known for the Cordillera Blanca mountain range, including Huascarán, the country’s highest peak.
  • D. Cusco Region
    Cusco Region is a department in southeastern Peru known as the historic heartland of the Inca Empire and home to major archaeological sites including Machu Picchu and the Sacred Valley.
  • E. Los Ríos Region
    Los Ríos Region is an administrative region in southern Chile known for its lakes, rivers, temperate rainforests, and the city of Valdivia as its capital.
  • 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_69ab4a49b6508190bc467fbef4bac334 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd27afe7c8190984e10d3f3d5586b completed March 7, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69af906b656081908df9a8b874aaa340 completed March 10, 2026, 3:30 a.m.
NEDg Description generation batch_69af90db69d08190933af04c4392be38 completed March 10, 2026, 3:32 a.m.
NED2 Entity disambiguation (via description) batch_69af914fd3e48190860e2c4bd0a310b6 completed March 10, 2026, 3:34 a.m.
Created at: March 6, 2026, 9:47 p.m.