Triple
T8771692
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oromo people |
E208476
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Macha Oromo
Macha Oromo are a major subgroup of the Oromo people of Ethiopia, known for their distinct regional identity, cultural traditions, and historical role in the expansion of Oromo communities in western and central Ethiopia.
|
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: Macha Oromo | Statement: [Oromo people, hasSubgroup, Macha Oromo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Macha Oromo Context triple: [Oromo people, hasSubgroup, Macha Oromo]
-
A.
Karayu Oromo
The Karayu Oromo are a pastoralist subgroup of the Oromo people in Ethiopia, known for their traditional cattle-herding lifestyle and distinct cultural practices.
-
B.
Oromo
Oromo is a Cushitic language widely spoken by the Oromo people, primarily in Ethiopia and parts of neighboring East African countries.
-
C.
Hararghe Oromo
Hararghe Oromo are a regional subgroup of the Oromo people primarily inhabiting Ethiopia’s Hararghe area, known for their distinct dialect and cultural traditions within the broader Oromo community.
-
D.
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.
-
E.
Ethiopian
Ethiopian refers to a person from Ethiopia or of Ethiopian descent, associated with the country's distinct cultures, languages, and history in the Horn of Africa.
- 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: Macha Oromo Triple: [Oromo people, hasSubgroup, Macha Oromo]
Generated description
Macha Oromo are a major subgroup of the Oromo people of Ethiopia, known for their distinct regional identity, cultural traditions, and historical role in the expansion of Oromo communities in western and central Ethiopia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Macha Oromo Target entity description: Macha Oromo are a major subgroup of the Oromo people of Ethiopia, known for their distinct regional identity, cultural traditions, and historical role in the expansion of Oromo communities in western and central Ethiopia.
-
A.
Karayu Oromo
The Karayu Oromo are a pastoralist subgroup of the Oromo people in Ethiopia, known for their traditional cattle-herding lifestyle and distinct cultural practices.
-
B.
Oromo
Oromo is a Cushitic language widely spoken by the Oromo people, primarily in Ethiopia and parts of neighboring East African countries.
-
C.
Hararghe Oromo
Hararghe Oromo are a regional subgroup of the Oromo people primarily inhabiting Ethiopia’s Hararghe area, known for their distinct dialect and cultural traditions within the broader Oromo community.
-
D.
Oromo people
chosen
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.
-
E.
Ethiopian
Ethiopian refers to a person from Ethiopia or of Ethiopian descent, associated with the country's distinct cultures, languages, and history in the Horn of Africa.
- F. None of above.
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_69ca835edb4481909b4aafb616dc5eb7 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5f2c54c08190a904723d1f0527a4 |
completed | March 31, 2026, 11:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc921d3408190a2f823473bf9b4bc |
completed | April 3, 2026, 2:05 p.m. |
| NEDg | Description generation | batch_69cfcccaea508190ac9c0b2d2b496c5c |
completed | April 3, 2026, 2:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfcd1dd12881909d250c08feeb9fbf |
completed | April 3, 2026, 2:22 p.m. |
Created at: March 30, 2026, 6:41 p.m.