Triple
T3269987
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Borno State |
E68621
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object |
Shuwa Arabs
The Shuwa Arabs are a traditionally pastoral, Arabic-speaking ethnic group of Sahelian origin found across parts of northeastern Nigeria, Chad, Cameroon, and surrounding regions.
|
E342528
|
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: Shuwa Arabs | Statement: [Borno State, hasEthnicGroup, Shuwa Arabs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shuwa Arabs Context triple: [Borno State, hasEthnicGroup, Shuwa Arabs]
-
A.
Los Arabos
Los Arabos is a municipality in western Cuba known for its agricultural activities within Matanzas Province.
-
B.
Asiri people
The Asiri people are an ethnic group native to southwestern Saudi Arabia’s mountainous Asir region, known for their distinct tribal culture, traditional architecture, and vibrant decorative arts.
-
C.
Baharna
The Baharna are an indigenous Arab Shia community of Eastern Arabia, particularly associated with Bahrain and nearby coastal regions, with a distinct cultural and linguistic heritage.
-
D.
Shawiya
Shawiya refers to an Amazigh (Berber) ethnic group and their Zenati Berber language spoken primarily in the Aurès Mountains of northeastern Algeria.
-
E.
Hawrami
Hawrami is a dialect of the Gorani branch of Kurdish, spoken primarily in the Hawraman region of western Iran and northeastern Iraq.
- 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: Shuwa Arabs Triple: [Borno State, hasEthnicGroup, Shuwa Arabs]
Generated description
The Shuwa Arabs are a traditionally pastoral, Arabic-speaking ethnic group of Sahelian origin found across parts of northeastern Nigeria, Chad, Cameroon, and surrounding regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shuwa Arabs Target entity description: The Shuwa Arabs are a traditionally pastoral, Arabic-speaking ethnic group of Sahelian origin found across parts of northeastern Nigeria, Chad, Cameroon, and surrounding regions.
-
A.
Los Arabos
Los Arabos is a municipality in western Cuba known for its agricultural activities within Matanzas Province.
-
B.
Asiri people
The Asiri people are an ethnic group native to southwestern Saudi Arabia’s mountainous Asir region, known for their distinct tribal culture, traditional architecture, and vibrant decorative arts.
-
C.
Baharna
The Baharna are an indigenous Arab Shia community of Eastern Arabia, particularly associated with Bahrain and nearby coastal regions, with a distinct cultural and linguistic heritage.
-
D.
Shawiya
Shawiya refers to an Amazigh (Berber) ethnic group and their Zenati Berber language spoken primarily in the Aurès Mountains of northeastern Algeria.
-
E.
Hawrami
Hawrami is a dialect of the Gorani branch of Kurdish, spoken primarily in the Hawraman region of western Iran and northeastern Iraq.
- 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_69ad859b54f881909bf530d549caf2fd |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adaff349148190beae8c0994b7ad83 |
completed | March 8, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28efded588190bd6c361e5298b496 |
completed | March 12, 2026, 10:01 a.m. |
| NEDg | Description generation | batch_69b28fcef05c8190b9141dcaa3f9145b |
completed | March 12, 2026, 10:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2d6c47e908190b5be5b33da358ade |
completed | March 12, 2026, 3:07 p.m. |
Created at: March 8, 2026, 3:09 p.m.