Triple

T5664401
Position Surface form Disambiguated ID Type / Status
Subject Beni Department E124822 entity
Predicate hasIndigenousLanguages P5562 FINISHED
Object Chácobo
Chácobo is an indigenous language of the Panoan family spoken by the Chácobo people in the Bolivian Amazon.
 E538048 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 | Statement: [Beni Department, hasIndigenousLanguages, Chácobo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chácobo
Context triple: [Beni Department, hasIndigenousLanguages, Chácobo]
  • A. Yaguachi
    Yaguachi is a town and canton in coastal Ecuador known for its agricultural economy and location within Guayas Province.
  • B. Curarén
    Curarén is a small municipality located in the Francisco Morazán Department of central Honduras.
  • C. Aguaruna
    Aguaruna are an Indigenous people of the Peruvian Amazon, known for their Jivaroan language, forest-based livelihoods, and strong traditions of autonomy and resistance.
  • D. Quillacinga
    Quillacinga are an Indigenous people of the Andean region in what is now southern Colombia, known historically for their distinct culture and resistance to Spanish colonization.
  • E. Achacachi
    Achacachi is a town in Bolivia known as a commercial and cultural center of the Aymara people near Lake Titicaca.
  • 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
Triple: [Beni Department, hasIndigenousLanguages, Chácobo]
Generated description
Chácobo is an indigenous language of the Panoan family spoken by the Chácobo people in the Bolivian Amazon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chácobo
Target entity description: Chácobo is an indigenous language of the Panoan family spoken by the Chácobo people in the Bolivian Amazon.
  • A. Yaguachi
    Yaguachi is a town and canton in coastal Ecuador known for its agricultural economy and location within Guayas Province.
  • B. Curarén
    Curarén is a small municipality located in the Francisco Morazán Department of central Honduras.
  • C. Aguaruna
    Aguaruna are an Indigenous people of the Peruvian Amazon, known for their Jivaroan language, forest-based livelihoods, and strong traditions of autonomy and resistance.
  • D. Quillacinga
    Quillacinga are an Indigenous people of the Andean region in what is now southern Colombia, known historically for their distinct culture and resistance to Spanish colonization.
  • E. Achacachi
    Achacachi is a town in Bolivia known as a commercial and cultural center of the Aymara people near Lake Titicaca.
  • 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_69c04da9d2548190b7fc4a0341938aec completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c04edf30448190a60eda49b8b031a0 completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04fb62690819083327781cb857ccc completed March 22, 2026, 8:23 p.m.
Created at: March 22, 2026, 3:43 p.m.