Triple

T7377072
Position Surface form Disambiguated ID Type / Status
Subject Piapoco language E170152 entity
Predicate ethnicGroup P194 FINISHED
Object Piapoco people
The Piapoco people are an Indigenous group of the Amazon region of Colombia and Venezuela, traditionally living along rivers and sustaining a livelihood based on fishing, small-scale agriculture, and forest resources.
E673112 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: Piapoco people | Statement: [Piapoco language, ethnicGroup, Piapoco people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Piapoco people
Context triple: [Piapoco language, ethnicGroup, Piapoco 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. 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.
  • 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. Kʼicheʼ people
    The Kʼicheʼ people are a major indigenous Maya group of the Guatemalan highlands, known for their rich linguistic heritage, traditional weaving, and the sacred text Popol Vuh.
  • E. Pericú people
    The Pericú people were an Indigenous group native to the southern tip of Baja California Sur, Mexico, known for their distinct culture, maritime lifestyle, and early contact-era resistance to Spanish colonization.
  • 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: Piapoco people
Triple: [Piapoco language, ethnicGroup, Piapoco people]
Generated description
The Piapoco people are an Indigenous group of the Amazon region of Colombia and Venezuela, traditionally living along rivers and sustaining a livelihood based on fishing, small-scale agriculture, and forest resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Piapoco people
Target entity description: The Piapoco people are an Indigenous group of the Amazon region of Colombia and Venezuela, traditionally living along rivers and sustaining a livelihood based on fishing, small-scale agriculture, 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. 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.
  • 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. Kʼicheʼ people
    The Kʼicheʼ people are a major indigenous Maya group of the Guatemalan highlands, known for their rich linguistic heritage, traditional weaving, and the sacred text Popol Vuh.
  • E. Pericú people
    The Pericú people were an Indigenous group native to the southern tip of Baja California Sur, Mexico, known for their distinct culture, maritime lifestyle, and early contact-era resistance to Spanish colonization.
  • 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_69c68a5bfaac81909ce7f001dfb70c76 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f1a8b18c8190ad1a19521eda2319 completed March 27, 2026, 9:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856a580b481909474cee295309501 completed March 28, 2026, 10:31 p.m.
NEDg Description generation batch_69c8580068108190b26617ab58f78ced completed March 28, 2026, 10:36 p.m.
NED2 Entity disambiguation (via description) batch_69c8587de3588190a209069dfee31a21 completed March 28, 2026, 10:38 p.m.
Created at: March 27, 2026, 3:07 p.m.