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.