Triple
T16188554
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Qimant |
E392873
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
Qemant people
The Qemant people are a small Cushitic-speaking ethnic group in northwestern Ethiopia, traditionally known for their distinct religion, language, and agrarian lifestyle.
|
E1219643
|
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: Qemant people | Statement: [Qimant, ethnicGroup, Qemant people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qemant people Context triple: [Qimant, ethnicGroup, Qemant people]
-
A.
Gija people
The Gija people are an Aboriginal Australian group from the East Kimberley region of Western Australia, known for their deep cultural connection to the land and distinctive artistic traditions.
-
B.
Yaghnobi people
The Yaghnobi people are a small Tajik ethnic group living mainly in the Yaghnob Valley of Tajikistan, known for preserving the Yaghnobi language, a direct descendant of ancient Sogdian.
-
C.
Shughni people
The Shughni people are an Eastern Iranian ethnic group native to the mountainous Badakhshan region of Tajikistan and Afghanistan, known for their distinct Shughni language and traditional Pamiri culture.
-
D.
Zanaki people
The Zanaki people are a small Bantu ethnic group of northwestern Tanzania, traditionally inhabiting the area around Lake Victoria and known as the ethnic group of Julius Nyerere, the country’s first president.
-
E.
Borgawa people
The Borgawa people are an ethnic group indigenous to the Borgu region of West Africa, known for their distinct cultural traditions and historical presence in the area.
- 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: Qemant people Triple: [Qimant, ethnicGroup, Qemant people]
Generated description
The Qemant people are a small Cushitic-speaking ethnic group in northwestern Ethiopia, traditionally known for their distinct religion, language, and agrarian lifestyle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Qemant people Target entity description: The Qemant people are a small Cushitic-speaking ethnic group in northwestern Ethiopia, traditionally known for their distinct religion, language, and agrarian lifestyle.
-
A.
Gija people
The Gija people are an Aboriginal Australian group from the East Kimberley region of Western Australia, known for their deep cultural connection to the land and distinctive artistic traditions.
-
B.
Yaghnobi people
The Yaghnobi people are a small Tajik ethnic group living mainly in the Yaghnob Valley of Tajikistan, known for preserving the Yaghnobi language, a direct descendant of ancient Sogdian.
-
C.
Shughni people
The Shughni people are an Eastern Iranian ethnic group native to the mountainous Badakhshan region of Tajikistan and Afghanistan, known for their distinct Shughni language and traditional Pamiri culture.
-
D.
Zanaki people
The Zanaki people are a small Bantu ethnic group of northwestern Tanzania, traditionally inhabiting the area around Lake Victoria and known as the ethnic group of Julius Nyerere, the country’s first president.
-
E.
Borgawa people
The Borgawa people are an ethnic group indigenous to the Borgu region of West Africa, known for their distinct cultural traditions and historical presence in the area.
- 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_69d87f1e49ac8190a311b54d32990576 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e222d3a8e48190bdf29a633f4b0490 |
completed | April 17, 2026, 12:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006796bed4819085d988d7f2d7afcb |
completed | May 10, 2026, 11:10 a.m. |
| NEDg | Description generation | batch_6a0068c141188190bedb7d71a80473f5 |
completed | May 10, 2026, 11:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0069847e2c819088426aacb899e370 |
completed | May 10, 2026, 11:18 a.m. |
Created at: April 10, 2026, 5:02 a.m.