Triple
T10043001
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ethiopian Semitic |
E205341
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Gurage
Gurage refers to a group of ethnolinguistic communities in south-central Ethiopia known for their distinct Semitic language varieties and rich cultural traditions.
|
E837592
|
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: Gurage | Statement: [Ethiopian Semitic, hasSubgroup, Gurage]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gurage Context triple: [Ethiopian Semitic, hasSubgroup, Gurage]
-
A.
Benishangul-Gumuz Region
Benishangul-Gumuz Region is a western Ethiopian regional state along the Sudanese border, known for its ethnolinguistic diversity, including the Gumuz peoples, and for hosting major infrastructure such as the Grand Ethiopian Renaissance Dam on the Blue Nile.
-
B.
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.
-
C.
Eastern Gurage
Eastern Gurage is a subgroup of the Gurage branch of South Ethiosemitic languages spoken in central Ethiopia.
-
D.
Northern Gurage
Northern Gurage refers to a subgroup of closely related South Ethiosemitic languages spoken primarily by the Gurage people in central Ethiopia.
-
E.
Wolaytta
Wolaytta is a Cushitic-influenced Omotic language spoken primarily by the Wolaytta people in southern Ethiopia.
- 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: Gurage Triple: [Ethiopian Semitic, hasSubgroup, Gurage]
Generated description
Gurage refers to a group of ethnolinguistic communities in south-central Ethiopia known for their distinct Semitic language varieties and rich cultural traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gurage Target entity description: Gurage refers to a group of ethnolinguistic communities in south-central Ethiopia known for their distinct Semitic language varieties and rich cultural traditions.
-
A.
Benishangul-Gumuz Region
Benishangul-Gumuz Region is a western Ethiopian regional state along the Sudanese border, known for its ethnolinguistic diversity, including the Gumuz peoples, and for hosting major infrastructure such as the Grand Ethiopian Renaissance Dam on the Blue Nile.
-
B.
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.
-
C.
Eastern Gurage
Eastern Gurage is a subgroup of the Gurage branch of South Ethiosemitic languages spoken in central Ethiopia.
-
D.
Northern Gurage
Northern Gurage refers to a subgroup of closely related South Ethiosemitic languages spoken primarily by the Gurage people in central Ethiopia.
-
E.
Wolaytta
Wolaytta is a Cushitic-influenced Omotic language spoken primarily by the Wolaytta people in southern Ethiopia.
- 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_69ca834f70e88190b2d74828b7767ec1 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdcf60a2208190846e57b5f5649307 |
completed | April 2, 2026, 2:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d28278235c8190a5e833a9586bd3f5 |
completed | April 5, 2026, 3:40 p.m. |
| NEDg | Description generation | batch_69d28391f8fc8190964cdccaf5625617 |
completed | April 5, 2026, 3:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d284604dc88190b452ee847d3390dd |
completed | April 5, 2026, 3:48 p.m. |
Created at: March 30, 2026, 8:55 p.m.