Triple

T10855473
Position Surface form Disambiguated ID Type / Status
Subject Lower Amuzgo E256257 entity
Predicate hasAlternativeName P39 FINISHED
Object Costa Amuzgo
Costa Amuzgo is a variant of the Amuzgo language spoken by the Amuzgo people in the coastal regions of southern Mexico.
E890969 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: Costa Amuzgo | Statement: [Lower Amuzgo, hasAlternativeName, Costa Amuzgo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Costa Amuzgo
Context triple: [Lower Amuzgo, hasAlternativeName, Costa Amuzgo]
  • A. Costa Chica
    Costa Chica is a coastal region in southern Mexico known for its Afro-Mexican communities, rich cultural traditions, and Pacific shoreline spanning parts of Oaxaca and Guerrero.
  • B. Costa Chica of Guerrero
    Costa Chica of Guerrero is a coastal region in the Mexican state of Guerrero known for its Afro-Mexican communities, rich cultural traditions, and Pacific beaches.
  • C. Costa Grande of Guerrero
    Costa Grande of Guerrero is a coastal region in the Mexican state of Guerrero known for its Pacific beaches, fishing communities, and agricultural production.
  • D. Costa Esmeralda de Oaxaca
    Costa Esmeralda de Oaxaca is a scenic stretch of Pacific coastline in the state of Oaxaca, Mexico, known for its beaches, coastal landscapes, and growing appeal as a tourist destination.
  • E. Isla Mejía
    Isla Mejía is a small, ecologically significant island in the Gulf of California that forms part of a UNESCO World Heritage-listed marine and island protected area known for its rich biodiversity.
  • 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: Costa Amuzgo
Triple: [Lower Amuzgo, hasAlternativeName, Costa Amuzgo]
Generated description
Costa Amuzgo is a variant of the Amuzgo language spoken by the Amuzgo people in the coastal regions of southern Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Costa Amuzgo
Target entity description: Costa Amuzgo is a variant of the Amuzgo language spoken by the Amuzgo people in the coastal regions of southern Mexico.
  • A. Costa Chica
    Costa Chica is a coastal region in southern Mexico known for its Afro-Mexican communities, rich cultural traditions, and Pacific shoreline spanning parts of Oaxaca and Guerrero.
  • B. Costa Chica of Guerrero
    Costa Chica of Guerrero is a coastal region in the Mexican state of Guerrero known for its Afro-Mexican communities, rich cultural traditions, and Pacific beaches.
  • C. Costa Grande of Guerrero
    Costa Grande of Guerrero is a coastal region in the Mexican state of Guerrero known for its Pacific beaches, fishing communities, and agricultural production.
  • D. Costa Esmeralda de Oaxaca
    Costa Esmeralda de Oaxaca is a scenic stretch of Pacific coastline in the state of Oaxaca, Mexico, known for its beaches, coastal landscapes, and growing appeal as a tourist destination.
  • E. Isla Mejía
    Isla Mejía is a small, ecologically significant island in the Gulf of California that forms part of a UNESCO World Heritage-listed marine and island protected area known for its rich biodiversity.
  • 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_69d6aa83d1448190a66d93c32394d21f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d75135df24819090ce43afa3ea9b38 completed April 9, 2026, 7:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69dff7d0403c8190bc0b92197a25d3ee completed April 15, 2026, 8:40 p.m.
NEDg Description generation batch_69e0026e7900819087327db5f625169c completed April 15, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69e0057a7704819096becb74dc261883 completed April 15, 2026, 9:39 p.m.
Created at: April 8, 2026, 9:20 p.m.