Triple
T3909910
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gurage languages |
E87295
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
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.
|
E397411
|
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 people | Statement: [Gurage languages, spokenBy, Gurage people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gurage people Context triple: [Gurage languages, spokenBy, Gurage people]
-
A.
Afar people
The Afar people are a Cushitic ethnic group native to the Horn of Africa, primarily inhabiting the Afar Triangle region spanning Ethiopia, Eritrea, and Djibouti, known for their pastoralist lifestyle and distinct cultural traditions.
-
B.
Oromo people
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.
-
C.
Obudu people
The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
-
D.
Gumuz people
The Gumuz people are an ethnic group indigenous to the border regions of western Ethiopia and eastern Sudan, known for their distinct Nilo-Saharan language, agrarian lifestyle, and historically marginalized status.
-
E.
Embu people
The Embu people are a Bantu ethnic group of central Kenya whose identity, traditions, and spiritual life are closely tied to the landscapes and sacred sites around Mount Kenya.
- 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 people Triple: [Gurage languages, spokenBy, Gurage people]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gurage people Target entity description: 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.
-
A.
Afar people
The Afar people are a Cushitic ethnic group native to the Horn of Africa, primarily inhabiting the Afar Triangle region spanning Ethiopia, Eritrea, and Djibouti, known for their pastoralist lifestyle and distinct cultural traditions.
-
B.
Oromo people
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.
-
C.
Obudu people
The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
-
D.
Gumuz people
The Gumuz people are an ethnic group indigenous to the border regions of western Ethiopia and eastern Sudan, known for their distinct Nilo-Saharan language, agrarian lifestyle, and historically marginalized status.
-
E.
Embu people
The Embu people are a Bantu ethnic group of central Kenya whose identity, traditions, and spiritual life are closely tied to the landscapes and sacred sites around Mount Kenya.
- 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_69aed9424514819086e9c58adde6652d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeed14d6d08190b74757eb9288fe4d |
completed | March 9, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51cb1b194819093b88d3f37ae51d9 |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b51d8510c08190a88a1a8f044b3c59 |
completed | March 14, 2026, 8:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51e0e9df08190959bc5cb7084d8a5 |
completed | March 14, 2026, 8:36 a.m. |
Created at: March 9, 2026, 3:22 p.m.