Triple

T2907682
Position Surface form Disambiguated ID Type / Status
Subject Antisuyu E63604 entity
Predicate associatedWithEthnicGroup P194 FINISHED
Object Machiguenga
The Machiguenga are an Indigenous people of the Peruvian Amazon, known for their forest-based subsistence lifestyle, rich oral traditions, and distinct Arawakan language.
E314102 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: Machiguenga | Statement: [Antisuyu, associatedWithEthnicGroup, Machiguenga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Machiguenga
Context triple: [Antisuyu, associatedWithEthnicGroup, Machiguenga]
  • A. Pemon
    The Pemon are an indigenous people of the Gran Sabana region in southeastern Venezuela, known for their close cultural and historical ties to the tepui landscapes that include Angel Falls.
  • B. Aguaruna people
    The Aguaruna people are an Indigenous group of the northern Peruvian Amazon known for their Jivaroan language, forest-based livelihoods, and strong traditions of autonomy and resistance to outside domination.
  • C. Huitoto people
    The Huitoto people are an Indigenous group of the western Amazon, known for their complex ritual life, traditional maloca longhouses, and rich oral traditions spanning parts of Colombia and Peru.
  • D. Waorani people
    The Waorani people are an Indigenous group of the Ecuadorian Amazon known for their deep forest knowledge, distinct language, and historical resistance to outside encroachment on their territory.
  • E. Guaymí
    Guaymí, more commonly known today as the Ngäbe or Ngäbere people, are an Indigenous group of Central America primarily living in Panama and Costa Rica, recognized for their distinct language, traditional dress, and communal agricultural lifestyle.
  • 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: Machiguenga
Triple: [Antisuyu, associatedWithEthnicGroup, Machiguenga]
Generated description
The Machiguenga are an Indigenous people of the Peruvian Amazon, known for their forest-based subsistence lifestyle, rich oral traditions, and distinct Arawakan language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Machiguenga
Target entity description: The Machiguenga are an Indigenous people of the Peruvian Amazon, known for their forest-based subsistence lifestyle, rich oral traditions, and distinct Arawakan language.
  • A. Pemon
    The Pemon are an indigenous people of the Gran Sabana region in southeastern Venezuela, known for their close cultural and historical ties to the tepui landscapes that include Angel Falls.
  • B. Aguaruna people
    The Aguaruna people are an Indigenous group of the northern Peruvian Amazon known for their Jivaroan language, forest-based livelihoods, and strong traditions of autonomy and resistance to outside domination.
  • C. Huitoto people
    The Huitoto people are an Indigenous group of the western Amazon, known for their complex ritual life, traditional maloca longhouses, and rich oral traditions spanning parts of Colombia and Peru.
  • D. Waorani people
    The Waorani people are an Indigenous group of the Ecuadorian Amazon known for their deep forest knowledge, distinct language, and historical resistance to outside encroachment on their territory.
  • E. Guaymí
    Guaymí, more commonly known today as the Ngäbe or Ngäbere people, are an Indigenous group of Central America primarily living in Panama and Costa Rica, recognized for their distinct language, traditional dress, and communal agricultural lifestyle.
  • 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_69ab4c44ab448190b9411324e8a1fc1d completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe0d1dcf881909b3ae58d7cdfd9cd completed March 7, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc5db4cc8190a2d286959034a544 completed March 11, 2026, 5:23 a.m.
NEDg Description generation batch_69b10079dce48190ae40863f1e74d225 completed March 11, 2026, 5:41 a.m.
NED2 Entity disambiguation (via description) batch_69b100cb6f1481908c9d0d47ab8f9229 completed March 11, 2026, 5:42 a.m.
Created at: March 6, 2026, 10:11 p.m.