Triple

T16794614
Position Surface form Disambiguated ID Type / Status
Subject Northern Region of Ghana E408199 entity
Predicate ethnicGroup P194 FINISHED
Object Frafra communities
Frafra communities are an ethnic group in northern Ghana known for their distinct Gur-speaking culture, traditional architecture, and agrarian livelihoods.
E1233705 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: Frafra communities | Statement: [Northern Region of Ghana, ethnicGroup, Frafra communities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frafra communities
Context triple: [Northern Region of Ghana, ethnicGroup, Frafra communities]
  • A. Kuruba community
    The Kuruba community is a traditional pastoral and agricultural group from Karnataka, India, known for its distinct cultural practices, including folk arts, rituals, and regional customs.
  • B. Ovimbundu communities
    Ovimbundu communities are ethnic groups primarily inhabiting Angola’s central highlands, known for their distinct Umbundu language and rich cultural traditions.
  • C. Yafaʿ tribal communities
    The Yafaʿ tribal communities are a prominent tribal confederation from southern Yemen known for their distinct social structure, historical autonomy, and shared cultural and linguistic traditions.
  • D. 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.
  • E. Achumawi community
    The Achumawi community is a Native American group indigenous to northeastern California, traditionally living along the Pit River and known for their distinct cultural practices and language.
  • 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: Frafra communities
Triple: [Northern Region of Ghana, ethnicGroup, Frafra communities]
Generated description
Frafra communities are an ethnic group in northern Ghana known for their distinct Gur-speaking culture, traditional architecture, and agrarian livelihoods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frafra communities
Target entity description: Frafra communities are an ethnic group in northern Ghana known for their distinct Gur-speaking culture, traditional architecture, and agrarian livelihoods.
  • A. Kuruba community
    The Kuruba community is a traditional pastoral and agricultural group from Karnataka, India, known for its distinct cultural practices, including folk arts, rituals, and regional customs.
  • B. Ovimbundu communities
    Ovimbundu communities are ethnic groups primarily inhabiting Angola’s central highlands, known for their distinct Umbundu language and rich cultural traditions.
  • C. Yafaʿ tribal communities
    The Yafaʿ tribal communities are a prominent tribal confederation from southern Yemen known for their distinct social structure, historical autonomy, and shared cultural and linguistic traditions.
  • D. 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.
  • E. Achumawi community
    The Achumawi community is a Native American group indigenous to northeastern California, traditionally living along the Pit River and known for their distinct cultural practices and language.
  • 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_69d88393905081908d00a86b99996ac8 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b2a8b66c8190b83d8af85d2b23a8 completed April 18, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab0e1e9c8190bb2ef0825b25f6e5 completed May 10, 2026, 3:58 p.m.
NEDg Description generation batch_6a00ac1d18c08190969108e567d6eced completed May 10, 2026, 4:02 p.m.
NED2 Entity disambiguation (via description) batch_6a00acc3a9dc819087e07e539760bf34 completed May 10, 2026, 4:05 p.m.
Created at: April 10, 2026, 5:22 a.m.