Triple

T4926639
Position Surface form Disambiguated ID Type / Status
Subject Andean region E110592 entity
Predicate hasLanguageFamily P1047 FINISHED
Object Aymaran languages
Aymaran languages are a small family of indigenous languages spoken primarily in the central Andes of South America, especially in Bolivia, Peru, and northern Chile.
E480312 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: Aymaran languages | Statement: [Andean region, hasLanguageFamily, Aymaran languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aymaran languages
Context triple: [Andean region, hasLanguageFamily, Aymaran languages]
  • A. Andean languages
    Andean languages are a group of indigenous language families spoken primarily in the Andes mountains of South America, including major languages like Quechua and Aymara.
  • B. Araucanian languages
    Araucanian languages are a small indigenous language family of southern South America, best known for including Mapudungun, the language of the Mapuche people of Chile and Argentina.
  • C. Aymara
    Aymara is an indigenous language spoken primarily by the Aymara people of the central Andes in countries such as Bolivia, Peru, and Chile.
  • D. Nahuan languages
    The Nahuan languages are a branch of the Uto-Aztecan language family that includes Nahuatl and related indigenous languages historically spoken by the Aztecs and other peoples of central Mexico.
  • E. Asháninka language
    The Asháninka language is an Arawakan language spoken by the Asháninka people of the Peruvian and Brazilian Amazon, known for its rich oral tradition and central role in the community’s cultural identity.
  • 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: Aymaran languages
Triple: [Andean region, hasLanguageFamily, Aymaran languages]
Generated description
Aymaran languages are a small family of indigenous languages spoken primarily in the central Andes of South America, especially in Bolivia, Peru, and northern Chile.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aymaran languages
Target entity description: Aymaran languages are a small family of indigenous languages spoken primarily in the central Andes of South America, especially in Bolivia, Peru, and northern Chile.
  • A. Andean languages
    Andean languages are a group of indigenous language families spoken primarily in the Andes mountains of South America, including major languages like Quechua and Aymara.
  • B. Araucanian languages
    Araucanian languages are a small indigenous language family of southern South America, best known for including Mapudungun, the language of the Mapuche people of Chile and Argentina.
  • C. Aymara
    Aymara is an indigenous language spoken primarily by the Aymara people of the central Andes in countries such as Bolivia, Peru, and Chile.
  • D. Nahuan languages
    The Nahuan languages are a branch of the Uto-Aztecan language family that includes Nahuatl and related indigenous languages historically spoken by the Aztecs and other peoples of central Mexico.
  • E. Asháninka language
    The Asháninka language is an Arawakan language spoken by the Asháninka people of the Peruvian and Brazilian Amazon, known for its rich oral tradition and central role in the community’s cultural identity.
  • 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_69bd4415190c8190817bee7ec9f9f944 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd70354bd081909291a43439f42ed3 completed March 20, 2026, 4:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69be77a9dff481908c7f525f233d9bce completed March 21, 2026, 10:49 a.m.
NEDg Description generation batch_69be781aa8648190a58587e6f3e04e11 completed March 21, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_69be78a0bdc88190bd8458658f15f879 completed March 21, 2026, 10:53 a.m.
Created at: March 20, 2026, 1:30 p.m.