Triple
T1847969
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oromo |
E41327
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Oromo people
The Oromo people are the largest ethnic group in Ethiopia and the Horn of Africa, with a distinct Cushitic language, rich cultural traditions, and a historic socio-political system known as the Gadaa.
|
E208476
|
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: Oromo people | Statement: [Oromo, spokenBy, Oromo people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oromo people Context triple: [Oromo, spokenBy, Oromo people]
-
A.
Oromo
Oromo is a Cushitic language widely spoken by the Oromo people, primarily in Ethiopia and parts of neighboring East African countries.
-
B.
Tigray-Tigrinya people
The Tigray-Tigrinya people are a Semitic-speaking ethnic group of the Horn of Africa, primarily inhabiting northern Ethiopia and Eritrea and known for their ancient Christian heritage and distinctive highland culture.
-
C.
Somali people
The Somali people are a Cushitic ethnic group native to the Horn of Africa, known for their shared Somali language, predominantly Muslim faith, and rich pastoral and trading traditions.
-
D.
Nupe people
The Nupe people are a major ethnic group in central Nigeria known for their rich cultural heritage, traditional crafts, and historical kingdom along the Niger River.
-
E.
Borana-Arsi-Guji
Borana-Arsi-Guji is a major dialect cluster of the Oromo language spoken primarily in southern Ethiopia and northern Kenya.
- 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: Oromo people Triple: [Oromo, spokenBy, Oromo people]
Generated description
The Oromo people are the largest ethnic group in Ethiopia and the Horn of Africa, with a distinct Cushitic language, rich cultural traditions, and a historic socio-political system known as the Gadaa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oromo people Target entity description: The Oromo people are the largest ethnic group in Ethiopia and the Horn of Africa, with a distinct Cushitic language, rich cultural traditions, and a historic socio-political system known as the Gadaa.
-
A.
Oromo
Oromo is a Cushitic language widely spoken by the Oromo people, primarily in Ethiopia and parts of neighboring East African countries.
-
B.
Tigray-Tigrinya people
The Tigray-Tigrinya people are a Semitic-speaking ethnic group of the Horn of Africa, primarily inhabiting northern Ethiopia and Eritrea and known for their ancient Christian heritage and distinctive highland culture.
-
C.
Somali people
The Somali people are a Cushitic ethnic group native to the Horn of Africa, known for their shared Somali language, predominantly Muslim faith, and rich pastoral and trading traditions.
-
D.
Nupe people
The Nupe people are a major ethnic group in central Nigeria known for their rich cultural heritage, traditional crafts, and historical kingdom along the Niger River.
-
E.
Borana-Arsi-Guji
Borana-Arsi-Guji is a major dialect cluster of the Oromo language spoken primarily in southern Ethiopia and northern Kenya.
- 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_69a88648cd44819093303206d96d76ad |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb05412a08190855ea453d1264ea3 |
completed | March 7, 2026, 4:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69add1c6941081909cef987ebe4b4d6c |
completed | March 8, 2026, 7:45 p.m. |
| NEDg | Description generation | batch_69add28a8f848190bf6ea0924e7dd9fc |
completed | March 8, 2026, 7:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69add37ad9a481908b2a1476a8d33091 |
completed | March 8, 2026, 7:52 p.m. |
Created at: March 4, 2026, 7:33 p.m.