Triple
T8771696
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oromo people |
E208476
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
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.
|
E762424
|
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: Karayu Oromo | Statement: [Oromo people, hasSubgroup, Karayu Oromo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karayu Oromo Context triple: [Oromo people, hasSubgroup, Karayu Oromo]
-
A.
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.
-
B.
Wolaytta
Wolaytta is a Cushitic-influenced Omotic language spoken primarily by the Wolaytta people in southern Ethiopia.
-
C.
Tigré
Tigré is a Semitic language spoken primarily by the Tigre people in Eritrea and parts of Sudan.
-
D.
Gamo-Gofa-Dawro
Gamo-Gofa-Dawro is a cluster of closely related Omotic languages spoken primarily in southwestern Ethiopia.
-
E.
Yared
Yared is a revered Ethiopian saint and composer traditionally credited with creating the sacred music and chant system of the Ethiopian Orthodox Church.
- 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: Karayu Oromo Triple: [Oromo people, hasSubgroup, Karayu Oromo]
Generated description
The Karayu Oromo are a pastoralist subgroup of the Oromo people in Ethiopia, known for their traditional cattle-herding lifestyle and distinct cultural practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karayu Oromo Target entity description: The Karayu Oromo are a pastoralist subgroup of the Oromo people in Ethiopia, known for their traditional cattle-herding lifestyle and distinct cultural practices.
-
A.
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.
-
B.
Wolaytta
Wolaytta is a Cushitic-influenced Omotic language spoken primarily by the Wolaytta people in southern Ethiopia.
-
C.
Tigré
Tigré is a Semitic language spoken primarily by the Tigre people in Eritrea and parts of Sudan.
-
D.
Gamo-Gofa-Dawro
Gamo-Gofa-Dawro is a cluster of closely related Omotic languages spoken primarily in southwestern Ethiopia.
-
E.
Yared
Yared is a revered Ethiopian saint and composer traditionally credited with creating the sacred music and chant system of the Ethiopian Orthodox Church.
- 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_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_69cfa033e1b4819083521484f46078a1 |
completed | April 3, 2026, 11:10 a.m. |
| NEDg | Description generation | batch_69cfa1c0b9c48190b4c8d872a721386a |
completed | April 3, 2026, 11:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfa223fee88190ae9ff65a95a50700 |
completed | April 3, 2026, 11:19 a.m. |
Created at: March 30, 2026, 6:41 p.m.