Triple
T15945384
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sidama |
E386669
|
entity |
| Predicate | neighboringPeoples |
P11274
|
FINISHED |
| Object |
Gedeo
Gedeo are an ethnic group in southern Ethiopia known for intensive enset and coffee cultivation on densely populated, terraced highlands.
|
E1185256
|
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: Gedeo | Statement: [Sidama, neighboringPeoples, Gedeo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gedeo Context triple: [Sidama, neighboringPeoples, Gedeo]
-
A.
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.
-
B.
Gurage
Gurage refers to a group of ethnolinguistic communities in south-central Ethiopia known for their distinct Semitic language varieties and rich cultural traditions.
-
C.
Bariba
The Bariba are a West African ethnic group primarily found in northern Benin and parts of western Nigeria, known for their historical kingdoms and rich agricultural and trading traditions.
-
D.
Borana-Arsi-Guji
Borana-Arsi-Guji is a major dialect cluster of the Oromo language spoken primarily in southern Ethiopia and northern Kenya.
-
E.
Gafat people
The Gafat people are an extinct ethnic group from Ethiopia historically known for speaking the now-extinct Gafat language, a member of the South Ethiopic branch of the Semitic language family.
- 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: Gedeo Triple: [Sidama, neighboringPeoples, Gedeo]
Generated description
Gedeo are an ethnic group in southern Ethiopia known for intensive enset and coffee cultivation on densely populated, terraced highlands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gedeo Target entity description: Gedeo are an ethnic group in southern Ethiopia known for intensive enset and coffee cultivation on densely populated, terraced highlands.
-
A.
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.
-
B.
Gurage
Gurage refers to a group of ethnolinguistic communities in south-central Ethiopia known for their distinct Semitic language varieties and rich cultural traditions.
-
C.
Bariba
The Bariba are a West African ethnic group primarily found in northern Benin and parts of western Nigeria, known for their historical kingdoms and rich agricultural and trading traditions.
-
D.
Borana-Arsi-Guji
Borana-Arsi-Guji is a major dialect cluster of the Oromo language spoken primarily in southern Ethiopia and northern Kenya.
-
E.
Gafat people
The Gafat people are an extinct ethnic group from Ethiopia historically known for speaking the now-extinct Gafat language, a member of the South Ethiopic branch of the Semitic language family.
- 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_69d86da882448190a82ea962fe343b79 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156d0d55c8190af59ff169e8add78 |
completed | April 16, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb5beabbc8190977f14c1b3ccdf29 |
completed | May 9, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69ffb677927c8190bd45e7bae5fcf1ed |
completed | May 9, 2026, 10:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb7468fb88190a56cf1df5bd20f63 |
completed | May 9, 2026, 10:37 p.m. |
Created at: April 10, 2026, 4:53 a.m.