Triple
T3716340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Somali Civil War |
E81539
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Insurgency in Somalia (2009–present)
The Insurgency in Somalia (2009–present) is the ongoing armed conflict primarily involving the Islamist militant group al-Shabaab and allied factions fighting against the Somali government and its international backers.
|
E81539
|
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: Insurgency in Somalia (2009–present) | Statement: [Somali Civil War, hasPart, Insurgency in Somalia (2009–present)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Insurgency in Somalia (2009–present) Context triple: [Somali Civil War, hasPart, Insurgency in Somalia (2009–present)]
-
A.
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.
-
B.
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.
-
C.
EUCAP Somalia
EUCAP Somalia is a European Union civilian mission that supports Somalia in developing its maritime security and law enforcement capacities, particularly to combat piracy and enhance rule of law at sea.
-
D.
Somalia peacekeeping operations
Somalia peacekeeping operations were international military and humanitarian missions in the early 1990s aimed at stabilizing Somalia amid civil war and famine under United Nations mandates.
-
E.
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.
- 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: Insurgency in Somalia (2009–present) Triple: [Somali Civil War, hasPart, Insurgency in Somalia (2009–present)]
Generated description
The Insurgency in Somalia (2009–present) is the ongoing armed conflict primarily involving the Islamist militant group al-Shabaab and allied factions fighting against the Somali government and its international backers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Insurgency in Somalia (2009–present) Target entity description: The Insurgency in Somalia (2009–present) is the ongoing armed conflict primarily involving the Islamist militant group al-Shabaab and allied factions fighting against the Somali government and its international backers.
-
A.
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.
-
B.
Somali Civil War
chosen
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.
-
C.
EUCAP Somalia
EUCAP Somalia is a European Union civilian mission that supports Somalia in developing its maritime security and law enforcement capacities, particularly to combat piracy and enhance rule of law at sea.
-
D.
Somalia peacekeeping operations
Somalia peacekeeping operations were international military and humanitarian missions in the early 1990s aimed at stabilizing Somalia amid civil war and famine under United Nations mandates.
-
E.
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.
- F. None of above.
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_69ad8b1a81588190b3f27a5483bb610e |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc9cf77dc819098979094172d82d1 |
completed | March 8, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4ce0f690c819091d9caf9271f9bbd |
completed | March 14, 2026, 2:55 a.m. |
| NEDg | Description generation | batch_69b4cf6a84fc8190b07fbc31621bd871 |
completed | March 14, 2026, 3 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4d32caa7c81908332ac23bd4d9571 |
completed | March 14, 2026, 3:17 a.m. |
Created at: March 8, 2026, 3:33 p.m.