Triple
T15899175
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Omo River |
E385538
|
entity |
| Predicate | associatedEthnicGroup |
P194
|
FINISHED |
| Object |
Dassanech people
The Dassanech people are a pastoralist ethnic group living in the Omo River delta region of southern Ethiopia, northern Kenya, and South Sudan, known for their cattle herding, agro-pastoral lifestyle, and rich cultural traditions.
|
E1184037
|
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: Dassanech people | Statement: [Omo River, associatedEthnicGroup, Dassanech people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dassanech people Context triple: [Omo River, associatedEthnicGroup, Dassanech people]
-
A.
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.
-
B.
Kipsigis people
The Kipsigis people are a Kalenjin-speaking Nilotic ethnic group primarily inhabiting Kenya’s Rift Valley, known for their agro-pastoral lifestyle and rich oral traditions.
-
C.
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.
-
D.
Lorma people
The Lorma people are an indigenous ethnic group of Liberia, primarily inhabiting the forested regions of the country's northwest and known for their rich oral traditions and cultural practices.
-
E.
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.
- 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: Dassanech people Triple: [Omo River, associatedEthnicGroup, Dassanech people]
Generated description
The Dassanech people are a pastoralist ethnic group living in the Omo River delta region of southern Ethiopia, northern Kenya, and South Sudan, known for their cattle herding, agro-pastoral lifestyle, and rich cultural traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dassanech people Target entity description: The Dassanech people are a pastoralist ethnic group living in the Omo River delta region of southern Ethiopia, northern Kenya, and South Sudan, known for their cattle herding, agro-pastoral lifestyle, and rich cultural traditions.
-
A.
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.
-
B.
Kipsigis people
The Kipsigis people are a Kalenjin-speaking Nilotic ethnic group primarily inhabiting Kenya’s Rift Valley, known for their agro-pastoral lifestyle and rich oral traditions.
-
C.
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.
-
D.
Lorma people
The Lorma people are an indigenous ethnic group of Liberia, primarily inhabiting the forested regions of the country's northwest and known for their rich oral traditions and cultural practices.
-
E.
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.
- 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_69d86da5b800819083a31be937d738b0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1563bd0688190b6f7a695be0a4625 |
completed | April 16, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb5a1b1548190a8579cebf9e71121 |
completed | May 9, 2026, 10:30 p.m. |
| NEDg | Description generation | batch_69ffb62f3d8881908ede4a9a4b53bef2 |
completed | May 9, 2026, 10:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb6f3154481909632913f4d7cfdba |
completed | May 9, 2026, 10:36 p.m. |
Created at: April 10, 2026, 4:51 a.m.