Triple

T6922421
Position Surface form Disambiguated ID Type / Status
Subject Yaneshaʼ language E160219 entity
Predicate spokenBy P2181 FINISHED
Object Yaneshaʼ people
The Yaneshaʼ people are an Indigenous group of the Peruvian Amazon, known for their distinct cultural traditions, close relationship with the rainforest environment, and use of the Yaneshaʼ (Amuesha) language.
E641358 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: Yaneshaʼ people | Statement: [Yaneshaʼ language, spokenBy, Yaneshaʼ people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yaneshaʼ people
Context triple: [Yaneshaʼ language, spokenBy, Yaneshaʼ people]
  • A. Secoya people
    The Secoya people are an indigenous group of the western Amazon, primarily living in Ecuador and Peru, known for their distinct language, traditional forest-based livelihood, and rich shamanic and ceremonial practices.
  • B. Yucuna people
    The Yucuna people are an Indigenous group of the northwest Amazon known for their Tukanoan language, complex ritual life, and traditional subsistence based on fishing, hunting, and shifting agriculture.
  • C. Collagua people
    The Collagua people are an indigenous Andean group of Peru known for their pre-Inca agricultural terraces, distinctive cultural traditions, and long-standing presence in the Colca Valley region.
  • D. Tacana people
    The Tacana people are an Indigenous group of the Bolivian Amazon known for their forest-based livelihoods, rich oral traditions, and efforts to defend their ancestral territories and cultural autonomy.
  • E. Cavineño people
    The Cavineño people are an Indigenous group of the Bolivian Amazon, traditionally living along rivers in northern Bolivia with a culture centered on subsistence agriculture, fishing, and forest resources.
  • 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: Yaneshaʼ people
Triple: [Yaneshaʼ language, spokenBy, Yaneshaʼ people]
Generated description
The Yaneshaʼ people are an Indigenous group of the Peruvian Amazon, known for their distinct cultural traditions, close relationship with the rainforest environment, and use of the Yaneshaʼ (Amuesha) language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yaneshaʼ people
Target entity description: The Yaneshaʼ people are an Indigenous group of the Peruvian Amazon, known for their distinct cultural traditions, close relationship with the rainforest environment, and use of the Yaneshaʼ (Amuesha) language.
  • A. Secoya people
    The Secoya people are an indigenous group of the western Amazon, primarily living in Ecuador and Peru, known for their distinct language, traditional forest-based livelihood, and rich shamanic and ceremonial practices.
  • B. Yucuna people
    The Yucuna people are an Indigenous group of the northwest Amazon known for their Tukanoan language, complex ritual life, and traditional subsistence based on fishing, hunting, and shifting agriculture.
  • C. Collagua people
    The Collagua people are an indigenous Andean group of Peru known for their pre-Inca agricultural terraces, distinctive cultural traditions, and long-standing presence in the Colca Valley region.
  • D. Tacana people
    The Tacana people are an Indigenous group of the Bolivian Amazon known for their forest-based livelihoods, rich oral traditions, and efforts to defend their ancestral territories and cultural autonomy.
  • E. Cavineño people
    The Cavineño people are an Indigenous group of the Bolivian Amazon, traditionally living along rivers in northern Bolivia with a culture centered on subsistence agriculture, fishing, and forest resources.
  • 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_69c6884d350081908d8a970e4d40ad78 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9fd159c819092a69d1a24e22dd5 completed March 27, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79c79536c819092411ee37298a424 completed March 28, 2026, 9:16 a.m.
NEDg Description generation batch_69c79d234de48190acfe916150252c2e completed March 28, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_69c79db593088190b88ed299a55096d6 completed March 28, 2026, 9:21 a.m.
Created at: March 27, 2026, 2:26 p.m.