Triple
T341317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berbers |
E6842
|
entity |
| Predicate | predates |
P97
|
FINISHED |
| Object |
Islamization of North Africa
The Islamization of North Africa was the historical process, beginning in the 7th century, through which Arab-Muslim conquests and subsequent cultural, religious, and linguistic changes transformed the predominantly Berber and Romanized Christian region into a largely Islamic and Arabic-speaking society.
|
E43594
|
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: Islamization of North Africa | Statement: [Berbers, predates, Islamization of North Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Islamization of North Africa Context triple: [Berbers, predates, Islamization of North Africa]
-
A.
Dar al-Islam
Dar al-Islam is the collective realm of Muslim-majority lands historically unified by Islamic law, culture, and religious authority.
-
B.
Arab Winter
Arab Winter refers to the period of renewed authoritarianism, civil conflict, and instability that followed the initial hopes and uprisings of the Arab Spring across several Middle Eastern and North African countries.
-
C.
Tuareg rebellions in Niger
The Tuareg rebellions in Niger were a series of armed uprisings by Tuareg groups, primarily in the 1990s and 2000s, seeking greater autonomy, political representation, and control over local resources in northern Niger.
-
D.
Women of the Arab Spring
Women of the Arab Spring are the activists, protesters, and leaders across Arab countries who played pivotal roles in the 2010–2011 uprisings for freedom, dignity, and social justice.
-
E.
Tuareg rebellions in Mali
The Tuareg rebellions in Mali are a series of uprisings by Tuareg groups in northern Mali seeking greater autonomy or independence, which have repeatedly destabilized the region since the 1960s.
- 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: Islamization of North Africa Triple: [Berbers, predates, Islamization of North Africa]
Generated description
The Islamization of North Africa was the historical process, beginning in the 7th century, through which Arab-Muslim conquests and subsequent cultural, religious, and linguistic changes transformed the predominantly Berber and Romanized Christian region into a largely Islamic and Arabic-speaking society.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Islamization of North Africa Target entity description: The Islamization of North Africa was the historical process, beginning in the 7th century, through which Arab-Muslim conquests and subsequent cultural, religious, and linguistic changes transformed the predominantly Berber and Romanized Christian region into a largely Islamic and Arabic-speaking society.
-
A.
Dar al-Islam
Dar al-Islam is the collective realm of Muslim-majority lands historically unified by Islamic law, culture, and religious authority.
-
B.
Arab Winter
Arab Winter refers to the period of renewed authoritarianism, civil conflict, and instability that followed the initial hopes and uprisings of the Arab Spring across several Middle Eastern and North African countries.
-
C.
Tuareg rebellions in Niger
The Tuareg rebellions in Niger were a series of armed uprisings by Tuareg groups, primarily in the 1990s and 2000s, seeking greater autonomy, political representation, and control over local resources in northern Niger.
-
D.
Women of the Arab Spring
Women of the Arab Spring are the activists, protesters, and leaders across Arab countries who played pivotal roles in the 2010–2011 uprisings for freedom, dignity, and social justice.
-
E.
Tuareg rebellions in Mali
The Tuareg rebellions in Mali are a series of uprisings by Tuareg groups in northern Mali seeking greater autonomy or independence, which have repeatedly destabilized the region since the 1960s.
- 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_69a2e7951ba08190960e90823b5078f3 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2ee043fac8190af72291c04761687 |
completed | Feb. 28, 2026, 1:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3d4e883ac81909f2acb66b7bfa540 |
completed | March 1, 2026, 5:55 a.m. |
| NEDg | Description generation | batch_69a3d56bead08190aefe0a5c6fef843e |
completed | March 1, 2026, 5:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3d62b40148190819686eda8669d6d |
completed | March 1, 2026, 6:01 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.