Triple
T10043230
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Somali |
E205346
|
entity |
| Predicate | languageSubbranch |
P1967
|
FINISHED |
| Object |
Lowland East Cushitic languages
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.
|
E840300
|
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: Lowland East Cushitic languages | Statement: [Northern Somali, languageSubbranch, Lowland East Cushitic languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lowland East Cushitic languages Context triple: [Northern Somali, languageSubbranch, Lowland East Cushitic languages]
-
A.
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.
-
B.
North Cushitic
North Cushitic is a small branch of the Cushitic languages spoken in parts of northeastern Africa, notably including the Beja language.
-
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.
Cushitic
Cushitic is a branch of the Afroasiatic language family spoken primarily in the Horn of Africa and parts of East Africa, encompassing languages such as Somali, Oromo, and Afar.
-
E.
Gurage languages
The Gurage languages are a group of closely related South Ethiosemitic languages spoken primarily by the Gurage people in central and southwestern 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: Lowland East Cushitic languages Triple: [Northern Somali, languageSubbranch, Lowland East Cushitic languages]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lowland East Cushitic languages Target entity description: 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.
-
A.
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.
-
B.
North Cushitic
North Cushitic is a small branch of the Cushitic languages spoken in parts of northeastern Africa, notably including the Beja language.
-
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.
Cushitic
Cushitic is a branch of the Afroasiatic language family spoken primarily in the Horn of Africa and parts of East Africa, encompassing languages such as Somali, Oromo, and Afar.
-
E.
Gurage languages
The Gurage languages are a group of closely related South Ethiosemitic languages spoken primarily by the Gurage people in central and southwestern 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_69d2b60e988c8190839a088e65b15d07 |
completed | April 5, 2026, 7:20 p.m. |
| NEDg | Description generation | batch_69d2b78f3c248190b104937e2d669882 |
completed | April 5, 2026, 7:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2b84a26a481908ab2705d5883cfce |
completed | April 5, 2026, 7:30 p.m. |
Created at: March 30, 2026, 8:55 p.m.