Triple

T516809
Position Surface form Disambiguated ID Type / Status
Subject Ngäbere E10726 entity
Predicate ethnicGroup P194 FINISHED
Object Ngäbe people
The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming culture.
E64359 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: Ngäbe people | Statement: [Ngäbere, ethnicGroup, Ngäbe people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngäbe people
Context triple: [Ngäbere, ethnicGroup, Ngäbe people]
  • A. Kichwa people
    The Kichwa people are an Indigenous group of the Andes and Amazon regions, primarily in Ecuador and neighboring countries, known for their Quechuan language varieties, traditional agriculture, and rich communal cultural practices.
  • B. Ogoni people
    The Ogoni people are an indigenous ethnic group in Nigeria known for their rich cultural heritage and high-profile environmental and human rights struggles against oil exploitation in their homeland.
  • C. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
  • D. Fipa people
    The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
  • E. Kiliwa people
    The Kiliwa people are an Indigenous group native to northern Baja California, Mexico, known for their distinct language, traditional hunting-gathering lifestyle, and rich ceremonial practices.
  • 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: Ngäbe people
Triple: [Ngäbere, ethnicGroup, Ngäbe people]
Generated description
The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngäbe people
Target entity description: The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming culture.
  • A. Kichwa people
    The Kichwa people are an Indigenous group of the Andes and Amazon regions, primarily in Ecuador and neighboring countries, known for their Quechuan language varieties, traditional agriculture, and rich communal cultural practices.
  • B. Ogoni people
    The Ogoni people are an indigenous ethnic group in Nigeria known for their rich cultural heritage and high-profile environmental and human rights struggles against oil exploitation in their homeland.
  • C. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
  • D. Fipa people
    The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
  • E. Kiliwa people
    The Kiliwa people are an Indigenous group native to northern Baja California, Mexico, known for their distinct language, traditional hunting-gathering lifestyle, and rich ceremonial practices.
  • 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f184c3a481909bf60bb627b0ea88 completed Feb. 28, 2026, 1:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4a42b9a648190ab38c181da2ae0f6 completed March 1, 2026, 8:40 p.m.
NEDg Description generation batch_69a4a49eac5c8190bd85226bfb9309f2 completed March 1, 2026, 8:42 p.m.
NED2 Entity disambiguation (via description) batch_69a4a5597fe88190ab40a6e725cd138d completed March 1, 2026, 8:45 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.