Triple

T5664425
Position Surface form Disambiguated ID Type / Status
Subject Beni Department E124822 entity
Predicate hasEthnicGroups P12220 FINISHED
Object Chácobo people
The Chácobo people are an indigenous Amazonian group of Bolivia known for their Panoan language, traditional forest-based livelihood, and residence primarily in the northern lowlands.
 E552578 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: Chácobo people | Statement: [Beni Department, hasEthnicGroups, Chácobo people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chácobo people
Context triple: [Beni Department, hasEthnicGroups, Chácobo people]
  • A. Charrúa people
    The Charrúa people were an Indigenous group of the Southern Cone, primarily in present-day Uruguay, known for their semi-nomadic lifestyle and fierce resistance to European colonization.
  • B. 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.
  • C. 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.
  • D. Cunco people
    The Cunco people were an indigenous group of southern Chile, culturally related to the Mapuche, known for their resistance to Spanish colonial expansion.
  • E. Querandí people
    The Querandí people were an Indigenous hunter-gatherer group of the Pampas region in present-day Argentina, known for their resistance to early Spanish colonization in the Río de la Plata area.
  • 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: Chácobo people
Triple: [Beni Department, hasEthnicGroups, Chácobo people]
Generated description
The Chácobo people are an indigenous Amazonian group of Bolivia known for their Panoan language, traditional forest-based livelihood, and residence primarily in the northern lowlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chácobo people
Target entity description: The Chácobo people are an indigenous Amazonian group of Bolivia known for their Panoan language, traditional forest-based livelihood, and residence primarily in the northern lowlands.
  • A. Charrúa people
    The Charrúa people were an Indigenous group of the Southern Cone, primarily in present-day Uruguay, known for their semi-nomadic lifestyle and fierce resistance to European colonization.
  • B. 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.
  • C. 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.
  • D. Cunco people
    The Cunco people were an indigenous group of southern Chile, culturally related to the Mapuche, known for their resistance to Spanish colonial expansion.
  • E. Querandí people
    The Querandí people were an Indigenous hunter-gatherer group of the Pampas region in present-day Argentina, known for their resistance to early Spanish colonization in the Río de la Plata area.
  • 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_69c0b0a7aff08190bca93ac0ab8a9be0 completed March 23, 2026, 3:16 a.m.
NEDg Description generation batch_69c0b1c9ebdc819089752d150b584a6f completed March 23, 2026, 3:21 a.m.
NED2 Entity disambiguation (via description) batch_69c0b27981848190a5b7c618044241b0 completed March 23, 2026, 3:24 a.m.
Created at: March 22, 2026, 3:43 p.m.