Triple
T10639112
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Qafar |
E250672
|
entity |
| Predicate | subfamilyOf |
P1244
|
FINISHED |
| Object | Lowland East Cushitic peoples |
E840300
|
NE FINISHED |
How this triple was built (2 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: Lowland East Cushitic peoples | Statement: [Qafar, subfamilyOf, Lowland East Cushitic peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lowland East Cushitic peoples Context triple: [Qafar, subfamilyOf, Lowland East Cushitic peoples]
-
A.
Lowland East Cushitic languages
chosen
Lowland East Cushitic languages are a branch of the Cushitic family of Afroasiatic languages spoken primarily in the Horn of Africa, including widely used tongues such as Somali and Oromo.
-
B.
Highland East Cushitic
Highland East Cushitic is a subgroup of Cushitic languages spoken primarily in the Ethiopian Highlands, including languages such as Sidamo and Hadiyya.
-
C.
South Cushitic
South Cushitic is a subgroup of the Cushitic branch of the Afroasiatic language family, comprising several closely related languages spoken mainly in parts of Tanzania and neighboring regions.
-
D.
North Cushitic
North Cushitic is a small branch of the Cushitic languages spoken in parts of northeastern Africa, notably including the Beja language.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6dfaf12188190a5774d4d64674653 |
completed | April 8, 2026, 11:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d96bcd8c0c8190a0fad6a85b5604bb |
completed | April 10, 2026, 9:29 p.m. |
Created at: April 8, 2026, 9:04 p.m.