Triple
T11303443
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oti Region |
E267653
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object |
Nchumuru people
The Nchumuru people are an indigenous ethnic group of Ghana known for their distinct Guan language and cultural traditions, primarily inhabiting areas around the Oti and Volta lake regions.
|
E1131263
|
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: Nchumuru people | Statement: [Oti Region, hasEthnicGroup, Nchumuru people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nchumuru people Context triple: [Oti Region, hasEthnicGroup, Nchumuru people]
-
A.
Vanyume people
The Vanyume people are a Native American group historically associated with the Serrano and Takic-speaking peoples, who lived along the Mojave River in what is now Southern California.
-
B.
Nyikina people
The Nyikina people are an Aboriginal Australian group from the Kimberley region of Western Australia, with a deep cultural, linguistic, and spiritual connection to the lower Fitzroy River and surrounding country.
-
C.
Nyambo people
The Nyambo people are an ethnic group of the Lake Victoria region in northwestern Tanzania, closely related culturally and linguistically to neighboring Bantu groups such as the Haya.
-
D.
Lumbu people
The Lumbu people are a Bantu ethnic group of Central Africa, primarily found in Gabon and the Republic of the Congo, known for their shared cultural and linguistic heritage with neighboring groups such as the Nzebi.
-
E.
Notsi people
The Notsi people are an indigenous ethnic group of Papua New Guinea known for speaking the Notsi language and maintaining distinct local cultural traditions.
- 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: Nchumuru people Triple: [Oti Region, hasEthnicGroup, Nchumuru people]
Generated description
The Nchumuru people are an indigenous ethnic group of Ghana known for their distinct Guan language and cultural traditions, primarily inhabiting areas around the Oti and Volta lake regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nchumuru people Target entity description: The Nchumuru people are an indigenous ethnic group of Ghana known for their distinct Guan language and cultural traditions, primarily inhabiting areas around the Oti and Volta lake regions.
-
A.
Vanyume people
The Vanyume people are a Native American group historically associated with the Serrano and Takic-speaking peoples, who lived along the Mojave River in what is now Southern California.
-
B.
Nyikina people
The Nyikina people are an Aboriginal Australian group from the Kimberley region of Western Australia, with a deep cultural, linguistic, and spiritual connection to the lower Fitzroy River and surrounding country.
-
C.
Nyambo people
The Nyambo people are an ethnic group of the Lake Victoria region in northwestern Tanzania, closely related culturally and linguistically to neighboring Bantu groups such as the Haya.
-
D.
Lumbu people
The Lumbu people are a Bantu ethnic group of Central Africa, primarily found in Gabon and the Republic of the Congo, known for their shared cultural and linguistic heritage with neighboring groups such as the Nzebi.
-
E.
Notsi people
The Notsi people are an indigenous ethnic group of Papua New Guinea known for speaking the Notsi language and maintaining distinct local cultural traditions.
- 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_69d6aac993a08190a6f36445ebaf9a43 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9a5c3788190ba54eda514b97903 |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe967a96708190b8688e84fdb270b0 |
completed | May 9, 2026, 2:05 a.m. |
| NEDg | Description generation | batch_69fe97c0a3688190a9f55376a1d7ad87 |
completed | May 9, 2026, 2:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe985cec608190888733cdc5bd71ea |
completed | May 9, 2026, 2:13 a.m. |
Created at: April 8, 2026, 9:32 p.m.