Triple
T10480708
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Libya (parts) |
E247160
|
entity |
| Predicate | linkedToHistoricalProcess |
P25192
|
FINISHED |
| Object | Islamization of North Africa |
E43594
|
NE FINISHED |
How this triple was built (3 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: [Libya (parts), linkedToHistoricalProcess, Islamization of North Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Islamization of North Africa Context triple: [Libya (parts), linkedToHistoricalProcess, Islamization of North Africa]
-
A.
Islamization of North Africa
chosen
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.
-
B.
Islamic State in the Greater Sahara
Islamic State in the Greater Sahara is a jihadist militant group affiliated with the Islamic State, active primarily in the Sahel region of West Africa and responsible for numerous attacks across Mali, Niger, and Burkina Faso.
-
C.
Insurgency in the Maghreb
The Insurgency in the Maghreb is a prolonged, multifaceted conflict in North and West Africa involving jihadist groups, local insurgents, and state and international forces across the Sahel and surrounding regions.
-
D.
Islam in Lake Chad region
Islam in the Lake Chad region refers to the historically rooted and culturally influential practice of Islam around Lake Chad, shaped significantly by Kanuri rulers, trade networks, and Islamic scholarship.
-
E.
Christianization of the Horn of Africa
The Christianization of the Horn of Africa was the historical process, beginning in late antiquity, by which Christianity—especially through early missionaries like St. Frumentius—became established and dominant in regions such as Aksum (in present-day Ethiopia and Eritrea).
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: linkedToHistoricalProcess Context triple: [Libya (parts), linkedToHistoricalProcess, Islamization of North Africa]
-
A.
hasHistoricalProcess
chosen
Indicates that an entity is associated with, or characterized by, a historical process or sequence of events that unfolded over time.
-
B.
associatedWithHistoricSee
Indicates that an entity has a formal or traditional connection to a particular historic episcopal see or ecclesiastical jurisdiction.
-
C.
associatedWithHistoricalState
Indicates that an entity has a relationship or connection to a specific historical state or former political entity.
-
D.
historicallyLinked
Indicates that two entities are connected through a shared or related historical event, period, or development.
-
E.
hasHistoricalArc
Indicates that something unfolds over time in a way that forms a coherent, meaningful historical development or narrative.
- F. None of above.
Provenance (4 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_69d381c16c248190a2fe5b471e584e9c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d5095c5dc88190902582db28df01b4 |
completed | April 7, 2026, 1:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d8a02aa2748190902f5c08afd7dda9 |
completed | April 10, 2026, 7 a.m. |
| PD | Predicate disambiguation | batch_69d4fb8a30848190b33cf43f005a028e |
completed | April 7, 2026, 12:41 p.m. |
Created at: April 6, 2026, 12:22 p.m.