Triple
T16268303
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Somalia–Ethiopia border |
E394929
|
entity |
| Predicate | relatedEthnicGroup |
P1969
|
FINISHED |
| Object | Oromo people |
E208476
|
NE FINISHED |
How this triple was built (2 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: [Somalia–Ethiopia border, relatedEthnicGroup, Oromo people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oromo people Context triple: [Somalia–Ethiopia border, relatedEthnicGroup, Oromo people]
-
A.
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.
-
B.
Amhara people
The Amhara people are a major ethnic group in Ethiopia known for their Semitic language (Amharic), historic role in Ethiopian state formation, and rich Christian cultural and literary traditions.
-
C.
Gurage people
The Gurage people are an ethnic group in Ethiopia known for their distinct Semitic languages, rich cultural traditions, and significant role in trade and agriculture.
-
D.
Ethiopians
Ethiopians are the people native to Ethiopia, a culturally diverse nation in the Horn of Africa with ancient historical roots and distinct traditions.
-
E.
Wolaytta people
The Wolaytta people are an ethnic group from southern Ethiopia known for their distinct Omotic language, rich agricultural traditions, and vibrant music and dance culture.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d87f221d8081909b0b2063e7528ba2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e245ca5c708190a1e98ab37740c032 |
completed | April 17, 2026, 2:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017bb1d64819080f007656307f58b |
completed | May 10, 2026, 5:29 a.m. |
Created at: April 10, 2026, 5:05 a.m.