Triple

T5664427
Position Surface form Disambiguated ID Type / Status
Subject Beni Department E124822 entity
Predicate hasEthnicGroups P12220 FINISHED
Object 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.
E558828 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: Cavineño people | Statement: [Beni Department, hasEthnicGroups, Cavineño people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cavineño people
Context triple: [Beni Department, hasEthnicGroups, Cavineño people]
  • A. 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.
  • B. Huambisa people
    The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
  • C. Amuzgo people
    The Amuzgo people are an indigenous Mesoamerican group primarily inhabiting the border region of Guerrero and Oaxaca in southern Mexico, known for their distinct Oto-Manguean language and rich textile-weaving traditions.
  • D. Cochimí people
    The Cochimí people are an Indigenous group native to the central Baja California peninsula in Mexico, historically known for their hunter-gatherer lifestyle and now largely assimilated, with their original language considered extinct.
  • E. 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.
  • 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: Cavineño people
Triple: [Beni Department, hasEthnicGroups, Cavineño people]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cavineño people
Target entity description: 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.
  • A. 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.
  • B. Huambisa people
    The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
  • C. Amuzgo people
    The Amuzgo people are an indigenous Mesoamerican group primarily inhabiting the border region of Guerrero and Oaxaca in southern Mexico, known for their distinct Oto-Manguean language and rich textile-weaving traditions.
  • D. Cochimí people
    The Cochimí people are an Indigenous group native to the central Baja California peninsula in Mexico, historically known for their hunter-gatherer lifestyle and now largely assimilated, with their original language considered extinct.
  • E. 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.
  • 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_69c00828906881908966f270b8f130cf completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0232497a08190ab7227f0e135a29e completed March 22, 2026, 5:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e31f570c8190aa120e869fd16fd0 completed March 23, 2026, 6:52 a.m.
NEDg Description generation batch_69c0f8bbcc2c8190abdfda7331d9e6b2 completed March 23, 2026, 8:24 a.m.
NED2 Entity disambiguation (via description) batch_69c0f9602ee88190bc4caeb15f5c721f completed March 23, 2026, 8:27 a.m.
Created at: March 22, 2026, 3:43 p.m.