Triple
T8565810
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nubian languages |
E202798
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Kordofan Nubian
Kordofan Nubian is a branch of the Nubian language family spoken in the Nuba Mountains region of Sudan, known for its distinct linguistic features and endangered status.
|
E387505
|
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: Kordofan Nubian | Statement: [Nubian languages, hasBranch, Kordofan Nubian]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kordofan Nubian Context triple: [Nubian languages, hasBranch, Kordofan Nubian]
-
A.
Nubians
Nubians are an indigenous ethnic group of the Nile Valley, primarily inhabiting southern Egypt and northern Sudan, known for their distinct language, culture, and ancient historical heritage.
-
B.
Nuba peoples
The Nuba peoples are a collection of diverse ethnic groups indigenous to the Nuba Mountains region of central Sudan, known for their distinct languages, cultures, and histories of resilience amid conflict and marginalization.
-
C.
Old Nubian
Old Nubian is an extinct Nubian language once spoken in medieval Nubia, known primarily from Christian religious and administrative texts.
-
D.
Nilotic peoples
Nilotic peoples are a group of ethnolinguistically related communities primarily inhabiting the Nile Valley and surrounding regions of East Africa, known for their pastoralist traditions and distinct cultural practices.
-
E.
Dinka people
The Dinka people are a Nilotic ethnic group native to South Sudan, known for their pastoralist traditions, cattle culture, and significant role in the country’s history and society.
- 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: Kordofan Nubian Triple: [Nubian languages, hasBranch, Kordofan Nubian]
Generated description
Kordofan Nubian is a branch of the Nubian language family spoken in the Nuba Mountains region of Sudan, known for its distinct linguistic features and endangered status.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kordofan Nubian Target entity description: Kordofan Nubian is a branch of the Nubian language family spoken in the Nuba Mountains region of Sudan, known for its distinct linguistic features and endangered status.
-
A.
Nubians
Nubians are an indigenous ethnic group of the Nile Valley, primarily inhabiting southern Egypt and northern Sudan, known for their distinct language, culture, and ancient historical heritage.
-
B.
Nuba peoples
chosen
The Nuba peoples are a collection of diverse ethnic groups indigenous to the Nuba Mountains region of central Sudan, known for their distinct languages, cultures, and histories of resilience amid conflict and marginalization.
-
C.
Old Nubian
Old Nubian is an extinct Nubian language once spoken in medieval Nubia, known primarily from Christian religious and administrative texts.
-
D.
Nilotic peoples
Nilotic peoples are a group of ethnolinguistically related communities primarily inhabiting the Nile Valley and surrounding regions of East Africa, known for their pastoralist traditions and distinct cultural practices.
-
E.
Dinka people
The Dinka people are a Nilotic ethnic group native to South Sudan, known for their pastoralist traditions, cattle culture, and significant role in the country’s history and society.
- F. None of above.
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_69ca8327b0a881908606ff860713964d |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe9d2331881909d92ddde90f580e9 |
completed | March 31, 2026, 3:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cebb84a6988190ba6852f72c8918ca |
completed | April 2, 2026, 6:55 p.m. |
| NEDg | Description generation | batch_69cebc9d4ca88190942c333806181b55 |
completed | April 2, 2026, 6:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cec0a9c39c8190a7bcecc6927b98f0 |
completed | April 2, 2026, 7:16 p.m. |
Created at: March 30, 2026, 6:20 p.m.