Triple

T1464293
Position Surface form Disambiguated ID Type / Status
Subject Jaqaru E31584 entity
Predicate subclassOf P1244 FINISHED
Object Aymaran languages
The Aymaran languages are a small family of indigenous languages spoken primarily in the Andes of Bolivia, Peru, and Chile, best known for including the widely spoken Aymara language.
E4140 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: [Jaqaru, subclassOf, Aymaran languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aymaran languages
Context triple: [Jaqaru, subclassOf, Aymaran languages]
  • A. Aymara
    Aymara is an indigenous language spoken primarily by the Aymara people of the central Andes in countries such as Bolivia, Peru, and Chile.
  • B. 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.
  • C. 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.
  • D. Quechua
    Quechua is an indigenous language family of the central Andes, historically associated with the Inca Empire and still widely spoken across several South American countries.
  • E. Malaita–San Cristobal languages
    The Malaita–San Cristobal languages are a subgroup of Oceanic languages spoken primarily on Malaita and Makira (San Cristobal) in the Solomon Islands, known for their shared phonological and grammatical features within the Southeast Solomonic branch.
  • 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: [Jaqaru, subclassOf, Aymaran languages]
Generated description
The Aymaran languages are a small family of indigenous languages spoken primarily in the Andes of Bolivia, Peru, and Chile, best known for including the widely spoken Aymara language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aymaran languages
Target entity description: The Aymaran languages are a small family of indigenous languages spoken primarily in the Andes of Bolivia, Peru, and Chile, best known for including the widely spoken Aymara language.
  • A. Aymara chosen
    Aymara is an indigenous language spoken primarily by the Aymara people of the central Andes in countries such as Bolivia, Peru, and Chile.
  • B. 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.
  • C. 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.
  • D. Quechua
    Quechua is an indigenous language family of the central Andes, historically associated with the Inca Empire and still widely spoken across several South American countries.
  • E. Malaita–San Cristobal languages
    The Malaita–San Cristobal languages are a subgroup of Oceanic languages spoken primarily on Malaita and Makira (San Cristobal) in the Solomon Islands, known for their shared phonological and grammatical features within the Southeast Solomonic branch.
  • F. None of above.

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_69a49917dfc081909acdbdf5d684f1ef completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c5ba2d5c81909ee85713de961fcb completed March 1, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1c9daa748190865d97f632ab8a37 completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad1ec2adb881909e8477e1ca6c7d6e completed March 8, 2026, 7:01 a.m.
NED2 Entity disambiguation (via description) batch_69ad1f504aa08190b4b27ba8519403ee completed March 8, 2026, 7:03 a.m.
Created at: March 1, 2026, 8 p.m.