Triple
T483506
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sudanese Arabic |
E9822
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object |
Chadian Arabic
Chadian Arabic is a variety of Arabic spoken primarily in Chad and neighboring regions, characterized by its distinct phonology and vocabulary while remaining mutually intelligible with other Sudanic Arabic dialects.
|
E62800
|
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: Chadian Arabic | Statement: [Sudanese Arabic, closelyRelatedTo, Chadian Arabic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chadian Arabic Context triple: [Sudanese Arabic, closelyRelatedTo, Chadian Arabic]
-
A.
Sudanese Arabic
Sudanese Arabic is a major regional variety of Arabic spoken primarily in Sudan and parts of neighboring countries, characterized by distinctive phonological, lexical, and grammatical features influenced by local languages and cultures.
-
B.
Juba Arabic
Juba Arabic is a pidgin-turned-creole Arabic variety widely used as a lingua franca in South Sudan, particularly around the city of Juba.
-
C.
Maghrebi Arabic
Maghrebi Arabic is a group of closely related Arabic dialects spoken in North Africa, particularly in countries like Morocco, Algeria, Tunisia, Libya, and Mauritania, characterized by significant Berber, French, and other linguistic influences.
-
D.
Kanuri
The Kanuri are a major ethnic group of the central Sahara and Lake Chad region, historically associated with the Kanem-Bornu Empire and known for their distinct language and Islamic cultural heritage.
-
E.
Tashelhit
Tashelhit is a variety of the Amazigh (Berber) language family spoken primarily in southwestern Morocco.
- 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: Chadian Arabic Triple: [Sudanese Arabic, closelyRelatedTo, Chadian Arabic]
Generated description
Chadian Arabic is a variety of Arabic spoken primarily in Chad and neighboring regions, characterized by its distinct phonology and vocabulary while remaining mutually intelligible with other Sudanic Arabic dialects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chadian Arabic Target entity description: Chadian Arabic is a variety of Arabic spoken primarily in Chad and neighboring regions, characterized by its distinct phonology and vocabulary while remaining mutually intelligible with other Sudanic Arabic dialects.
-
A.
Sudanese Arabic
Sudanese Arabic is a major regional variety of Arabic spoken primarily in Sudan and parts of neighboring countries, characterized by distinctive phonological, lexical, and grammatical features influenced by local languages and cultures.
-
B.
Juba Arabic
Juba Arabic is a pidgin-turned-creole Arabic variety widely used as a lingua franca in South Sudan, particularly around the city of Juba.
-
C.
Maghrebi Arabic
Maghrebi Arabic is a group of closely related Arabic dialects spoken in North Africa, particularly in countries like Morocco, Algeria, Tunisia, Libya, and Mauritania, characterized by significant Berber, French, and other linguistic influences.
-
D.
Kanuri
The Kanuri are a major ethnic group of the central Sahara and Lake Chad region, historically associated with the Kanem-Bornu Empire and known for their distinct language and Islamic cultural heritage.
-
E.
Tashelhit
Tashelhit is a variety of the Amazigh (Berber) language family spoken primarily in southwestern Morocco.
- 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_69a2e802e2908190ab17c9479e0b6412 |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2f0b8fe6081909f8ab87bfda6b2d8 |
completed | Feb. 28, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a48a7675a08190985e76c3d3bbd495 |
completed | March 1, 2026, 6:50 p.m. |
| NEDg | Description generation | batch_69a48aedd40081908c2cfa99241ed1b6 |
completed | March 1, 2026, 6:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a48b45acbc8190b41b791584f80275 |
completed | March 1, 2026, 6:53 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.