Triple

T7250866
Position Surface form Disambiguated ID Type / Status
Subject Asháninka language E157595 entity
Predicate relatedTo P37 FINISHED
Object Ashéninka languages
The Ashéninka languages are a group of closely related Arawakan languages spoken by the Ashéninka people of the Peruvian Amazon.
E157595 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: Ashéninka languages | Statement: [Asháninka language, relatedTo, Ashéninka languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashéninka languages
Context triple: [Asháninka language, relatedTo, Ashéninka languages]
  • A. 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.
  • B. Nambikwara languages
    The Nambikwara languages are a small family of indigenous languages spoken by the Nambikwara peoples of western Brazil, known for their typological diversity and significance in Amazonian linguistic studies.
  • C. Chocoan languages
    The Chocoan languages are a small family of indigenous languages spoken primarily in western Colombia and eastern Panama, known for including the Emberá and Wounaan languages.
  • D. Punu languages
    Punu languages are a subgroup of Bantu languages spoken primarily by the Punu people of Gabon and neighboring regions, known for their close linguistic and cultural ties to other Western Bantu groups.
  • E. Jivaroan languages
    Jivaroan languages are a small family of indigenous languages spoken in the Amazonian regions of Ecuador and Peru, known for their complex verbal morphology and association with groups such as the Shuar.
  • 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: Ashéninka languages
Triple: [Asháninka language, relatedTo, Ashéninka languages]
Generated description
The Ashéninka languages are a group of closely related Arawakan languages spoken by the Ashéninka people of the Peruvian Amazon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashéninka languages
Target entity description: The Ashéninka languages are a group of closely related Arawakan languages spoken by the Ashéninka people of the Peruvian Amazon.
  • A. Asháninka language chosen
    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.
  • B. Nambikwara languages
    The Nambikwara languages are a small family of indigenous languages spoken by the Nambikwara peoples of western Brazil, known for their typological diversity and significance in Amazonian linguistic studies.
  • C. Chocoan languages
    The Chocoan languages are a small family of indigenous languages spoken primarily in western Colombia and eastern Panama, known for including the Emberá and Wounaan languages.
  • D. Punu languages
    Punu languages are a subgroup of Bantu languages spoken primarily by the Punu people of Gabon and neighboring regions, known for their close linguistic and cultural ties to other Western Bantu groups.
  • E. Jivaroan languages
    Jivaroan languages are a small family of indigenous languages spoken in the Amazonian regions of Ecuador and Peru, known for their complex verbal morphology and association with groups such as the Shuar.
  • 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_69c6882d81d4819085f7ff862951ee4f completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea791fec8190aee56ab4503770be completed March 27, 2026, 8:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db1278b08190bab9f01287040492 completed March 28, 2026, 1:43 p.m.
NEDg Description generation batch_69c7dcca7c388190927a3055c3ecef7e completed March 28, 2026, 1:51 p.m.
NED2 Entity disambiguation (via description) batch_69c7dd59faa4819087af4a73e0946b82 completed March 28, 2026, 1:53 p.m.
Created at: March 27, 2026, 2:56 p.m.