Triple
T8686802
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Borana-Arsi-Guji |
E206179
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object |
West Central Oromo
West Central Oromo is a major dialect cluster of the Oromo language spoken in central Ethiopia, closely associated with communities in regions such as Shewa and Wollega.
|
E750606
|
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: West Central Oromo | Statement: [Borana-Arsi-Guji, closelyRelatedTo, West Central Oromo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: West Central Oromo Context triple: [Borana-Arsi-Guji, closelyRelatedTo, West Central Oromo]
-
A.
Northern Gurage
Northern Gurage refers to a subgroup of closely related South Ethiosemitic languages spoken primarily by the Gurage people in central Ethiopia.
-
B.
Eastern Gurage
Eastern Gurage is a subgroup of the Gurage branch of South Ethiosemitic languages spoken in central Ethiopia.
-
C.
Western Gurage
Western Gurage is a subgroup of the Gurage languages spoken in southwestern Ethiopia, known for its distinctive Semitic linguistic features and regional dialect diversity.
-
D.
eastern Ethiopia
Eastern Ethiopia is a region of Ethiopia characterized by its semi-arid landscapes, diverse ethnic communities, and important trade and transport routes linking the country to the Horn of Africa.
-
E.
Oromia Region
Oromia Region is Ethiopia’s largest and most populous regional state, known for its diverse landscapes, rich Oromo culture, and significant economic and political influence within the country.
- 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: West Central Oromo Triple: [Borana-Arsi-Guji, closelyRelatedTo, West Central Oromo]
Generated description
West Central Oromo is a major dialect cluster of the Oromo language spoken in central Ethiopia, closely associated with communities in regions such as Shewa and Wollega.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: West Central Oromo Target entity description: West Central Oromo is a major dialect cluster of the Oromo language spoken in central Ethiopia, closely associated with communities in regions such as Shewa and Wollega.
-
A.
Northern Gurage
Northern Gurage refers to a subgroup of closely related South Ethiosemitic languages spoken primarily by the Gurage people in central Ethiopia.
-
B.
Eastern Gurage
Eastern Gurage is a subgroup of the Gurage branch of South Ethiosemitic languages spoken in central Ethiopia.
-
C.
Western Gurage
Western Gurage is a subgroup of the Gurage languages spoken in southwestern Ethiopia, known for its distinctive Semitic linguistic features and regional dialect diversity.
-
D.
eastern Ethiopia
Eastern Ethiopia is a region of Ethiopia characterized by its semi-arid landscapes, diverse ethnic communities, and important trade and transport routes linking the country to the Horn of Africa.
-
E.
Oromia Region
Oromia Region is Ethiopia’s largest and most populous regional state, known for its diverse landscapes, rich Oromo culture, and significant economic and political influence within the country.
- 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_69ca835481fc819084e33d3bc883bfa6 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5730309081909a9a0256c9bf5f8f |
completed | March 31, 2026, 11:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cef3cd888c81909fb1ece99988db36 |
completed | April 2, 2026, 10:55 p.m. |
| NEDg | Description generation | batch_69cef52200788190a8173da1aaa4f681 |
completed | April 2, 2026, 11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cef6c109b08190bb29ce2747f3ccb7 |
completed | April 2, 2026, 11:07 p.m. |
Created at: March 30, 2026, 6:33 p.m.