Triple

T13754084
Position Surface form Disambiguated ID Type / Status
Subject Ngäbe-Buglé people E330427 entity
Predicate ethnonymVariant P4709 FINISHED
Object Ngobe-Bugle people
The Ngobe-Bugle people are an Indigenous group of Panama, primarily inhabiting the Ngäbe-Buglé Comarca, known for their distinct Chibchan language, traditional subsistence farming, and rich cultural traditions.
E1080785 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: Ngobe-Bugle people | Statement: [Ngäbe-Buglé people, ethnonymVariant, Ngobe-Bugle people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngobe-Bugle people
Context triple: [Ngäbe-Buglé people, ethnonymVariant, Ngobe-Bugle people]
  • A. Bubi people
    The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
  • B. Zezuru people
    The Zezuru people are a subgroup of the Shona ethnic community of Zimbabwe, known for their distinct dialect, cultural traditions, and historical presence in the country’s central and northern regions.
  • C. Bugotu people
    The Bugotu people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Santa Isabel Island and known for their distinct Austronesian language and cultural traditions.
  • D. Batek people
    The Batek people are an indigenous, traditionally nomadic hunter-gatherer group of the Malay Peninsula, known for their forest-based lifestyle and distinct Aslian language and culture.
  • E. Baniata people
    The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural 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: Ngobe-Bugle people
Triple: [Ngäbe-Buglé people, ethnonymVariant, Ngobe-Bugle people]
Generated description
The Ngobe-Bugle people are an Indigenous group of Panama, primarily inhabiting the Ngäbe-Buglé Comarca, known for their distinct Chibchan language, traditional subsistence farming, and rich cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngobe-Bugle people
Target entity description: The Ngobe-Bugle people are an Indigenous group of Panama, primarily inhabiting the Ngäbe-Buglé Comarca, known for their distinct Chibchan language, traditional subsistence farming, and rich cultural traditions.
  • A. Bubi people
    The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
  • B. Zezuru people
    The Zezuru people are a subgroup of the Shona ethnic community of Zimbabwe, known for their distinct dialect, cultural traditions, and historical presence in the country’s central and northern regions.
  • C. Bugotu people
    The Bugotu people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Santa Isabel Island and known for their distinct Austronesian language and cultural traditions.
  • D. Batek people
    The Batek people are an indigenous, traditionally nomadic hunter-gatherer group of the Malay Peninsula, known for their forest-based lifestyle and distinct Aslian language and culture.
  • E. Baniata people
    The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02179c948190a652cc8c586e418f completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69fcd08a3a1481908400e3e55bf38aac completed May 7, 2026, 5:48 p.m.
NEDg Description generation batch_69fcd288bd5881908f6a442201c5beea completed May 7, 2026, 5:57 p.m.
NED2 Entity disambiguation (via description) batch_69fcd3ad7be8819094fc71c9f44fb4cb completed May 7, 2026, 6:02 p.m.
Created at: April 9, 2026, 10:09 p.m.