Triple

T20016059
Position Surface form Disambiguated ID Type / Status
Subject Cotahuasi Canyon E494720 entity
Predicate nearbySettlement P350 FINISHED
Object Cotahuasi (town)
Cotahuasi is a small Andean town in southern Peru that serves as the main gateway and service center for visitors to the remote Cotahuasi Canyon region.
E1407075 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: Cotahuasi (town) | Statement: [Cotahuasi Canyon, nearbySettlement, Cotahuasi (town)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cotahuasi (town)
Context triple: [Cotahuasi Canyon, nearbySettlement, Cotahuasi (town)]
  • A. Ixtapaluca
    Ixtapaluca is a municipality in the eastern part of the State of Mexico, known as a rapidly growing suburban area within the Mexico City metropolitan region.
  • B. Ocotlán
    Ocotlán is a city in the Mexican state of Jalisco, known for its furniture industry, religious traditions, and location near Lake Chapala.
  • C. Cucunubá
    Cucunubá is a small colonial-era town in the Cundinamarca department of Colombia, known for its traditional wool textiles and scenic Andean highland landscapes.
  • D. Batopilas town
    Batopilas town is a remote historic mining settlement in Chihuahua, Mexico, known for its colonial architecture and scenic location deep within the Copper Canyon.
  • E. Cerritos
    Cerritos is a suburban city in southeastern Los Angeles County, California, known for its planned residential communities, strong public schools, and major retail centers like the Los Cerritos Center.
  • 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: Cotahuasi (town)
Triple: [Cotahuasi Canyon, nearbySettlement, Cotahuasi (town)]
Generated description
Cotahuasi is a small Andean town in southern Peru that serves as the main gateway and service center for visitors to the remote Cotahuasi Canyon region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cotahuasi (town)
Target entity description: Cotahuasi is a small Andean town in southern Peru that serves as the main gateway and service center for visitors to the remote Cotahuasi Canyon region.
  • A. Ixtapaluca
    Ixtapaluca is a municipality in the eastern part of the State of Mexico, known as a rapidly growing suburban area within the Mexico City metropolitan region.
  • B. Ocotlán
    Ocotlán is a city in the Mexican state of Jalisco, known for its furniture industry, religious traditions, and location near Lake Chapala.
  • C. Cucunubá
    Cucunubá is a small colonial-era town in the Cundinamarca department of Colombia, known for its traditional wool textiles and scenic Andean highland landscapes.
  • D. Batopilas town
    Batopilas town is a remote historic mining settlement in Chihuahua, Mexico, known for its colonial architecture and scenic location deep within the Copper Canyon.
  • E. Cerritos
    Cerritos is a suburban city in southeastern Los Angeles County, California, known for its planned residential communities, strong public schools, and major retail centers like the Los Cerritos Center.
  • 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_69da626bfd288190aa5d65098b6433ae completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6623cb8188190b95913ffed895930 completed April 20, 2026, 5:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a080e25511081909f4bd039531c30ec completed May 16, 2026, 6:26 a.m.
NEDg Description generation batch_6a080f164ed88190be61cb4637b2c626 completed May 16, 2026, 6:30 a.m.
NED2 Entity disambiguation (via description) batch_6a080f8bb81c819098d39ad6e1642aa8 completed May 16, 2026, 6:32 a.m.
Created at: April 11, 2026, 3:34 p.m.