Triple
T15786868
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Horn of Africa conflicts |
E382758
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Al-Shabaab insurgency in Somalia
The Al-Shabaab insurgency in Somalia is an ongoing Islamist militant campaign seeking to overthrow the Somali government and impose strict Sharia rule, marked by guerrilla warfare, terrorism, and regional instability in the Horn of Africa.
|
E1176170
|
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: Al-Shabaab insurgency in Somalia | Statement: [Horn of Africa conflicts, hasPart, Al-Shabaab insurgency in Somalia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Al-Shabaab insurgency in Somalia Context triple: [Horn of Africa conflicts, hasPart, Al-Shabaab insurgency in Somalia]
-
A.
Somali Region insurgency
The Somali Region insurgency is a long-running armed conflict in Ethiopia’s Somali (Ogaden) Region involving separatist rebels and the Ethiopian government over autonomy, resources, and political rights.
-
B.
Boko Haram insurgency
The Boko Haram insurgency is a prolonged Islamist militant campaign in and around northeastern Nigeria marked by mass violence, abductions, and displacement of civilians.
-
C.
South Arabian insurgency
The South Arabian insurgency was a mid-20th-century anti-colonial and nationalist uprising in the British-controlled Protectorate of South Arabia, particularly centered in Aden, that contributed to the eventual creation of South Yemen.
-
D.
Somali Civil War
The Somali Civil War is a prolonged, multifaceted conflict that began in 1991 following the collapse of Somalia’s central government, involving clan militias, warlords, Islamist groups, and foreign interventions, and resulting in widespread instability and humanitarian crises.
-
E.
Taliban insurgency
The Taliban insurgency is the long-running armed campaign waged by the Taliban and allied groups to overthrow the Afghan government and expel foreign forces, significantly shaping Afghanistan’s modern conflict landscape.
- 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: Al-Shabaab insurgency in Somalia Triple: [Horn of Africa conflicts, hasPart, Al-Shabaab insurgency in Somalia]
Generated description
The Al-Shabaab insurgency in Somalia is an ongoing Islamist militant campaign seeking to overthrow the Somali government and impose strict Sharia rule, marked by guerrilla warfare, terrorism, and regional instability in the Horn of Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Al-Shabaab insurgency in Somalia Target entity description: The Al-Shabaab insurgency in Somalia is an ongoing Islamist militant campaign seeking to overthrow the Somali government and impose strict Sharia rule, marked by guerrilla warfare, terrorism, and regional instability in the Horn of Africa.
-
A.
Somali Region insurgency
The Somali Region insurgency is a long-running armed conflict in Ethiopia’s Somali (Ogaden) Region involving separatist rebels and the Ethiopian government over autonomy, resources, and political rights.
-
B.
Boko Haram insurgency
The Boko Haram insurgency is a prolonged Islamist militant campaign in and around northeastern Nigeria marked by mass violence, abductions, and displacement of civilians.
-
C.
South Arabian insurgency
The South Arabian insurgency was a mid-20th-century anti-colonial and nationalist uprising in the British-controlled Protectorate of South Arabia, particularly centered in Aden, that contributed to the eventual creation of South Yemen.
-
D.
Somali Civil War
The Somali Civil War is a prolonged, multifaceted conflict that began in 1991 following the collapse of Somalia’s central government, involving clan militias, warlords, Islamist groups, and foreign interventions, and resulting in widespread instability and humanitarian crises.
-
E.
Taliban insurgency
The Taliban insurgency is the long-running armed campaign waged by the Taliban and allied groups to overthrow the Afghan government and expel foreign forces, significantly shaping Afghanistan’s modern conflict landscape.
- 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_69d86da16e188190b89af699f1ed0bfe |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0540380448190a025338f0e62e6d1 |
completed | April 16, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff90a6365c8190833431cf079b21fb |
completed | May 9, 2026, 7:53 p.m. |
| NEDg | Description generation | batch_69ff916638048190ad4a6c85da9cef9d |
completed | May 9, 2026, 7:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff91cf6f7c81908361f85c9a98ae80 |
completed | May 9, 2026, 7:58 p.m. |
Created at: April 10, 2026, 4:48 a.m.