Triple
T3716363
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Somali Civil War |
E81539
|
entity |
| Predicate | opposingForce |
P4567
|
FINISHED |
| Object |
Islamic Courts Union vs Transitional Federal Government and Ethiopian forces
The Islamic Courts Union vs Transitional Federal Government and Ethiopian forces refers to a major phase of the Somali Civil War in the mid-2000s, when an Islamist coalition that had seized control of much of southern Somalia fought against the internationally backed interim Somali government and its Ethiopian military allies.
|
E382757
|
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: Islamic Courts Union vs Transitional Federal Government and Ethiopian forces | Statement: [Somali Civil War, opposingForce, Islamic Courts Union vs Transitional Federal Government and Ethiopian forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Islamic Courts Union vs Transitional Federal Government and Ethiopian forces Context triple: [Somali Civil War, opposingForce, Islamic Courts Union vs Transitional Federal Government and Ethiopian forces]
-
A.
Tigray War
The Tigray War was a devastating armed conflict in northern Ethiopia from 2020 to 2022 involving federal and regional forces, marked by widespread atrocities, famine, and a severe humanitarian crisis.
-
B.
Ethiopian Civil War
The Ethiopian Civil War was a protracted conflict from 1974 to 1991 between the Marxist Derg regime and various rebel groups, which devastated the country and led to the overthrow of Ethiopia’s military government.
-
C.
Eritrean–Ethiopian War
The Eritrean–Ethiopian War was a brutal border conflict between Eritrea and Ethiopia from 1998 to 2000 that caused tens of thousands of casualties and reshaped politics in the Horn of Africa.
-
D.
Ogaden conflict
The Ogaden conflict is a long-running insurgency and counterinsurgency in Ethiopia’s Somali Region, primarily involving ethnic Somali separatists seeking self-determination and the Ethiopian state.
-
E.
Transitional Federal Government of Somalia
The Transitional Federal Government of Somalia was the internationally recognized interim administration that attempted to restore national institutions and stability in Somalia from 2004 until it was replaced by a permanent federal government in 2012.
- 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: Islamic Courts Union vs Transitional Federal Government and Ethiopian forces Triple: [Somali Civil War, opposingForce, Islamic Courts Union vs Transitional Federal Government and Ethiopian forces]
Generated description
The Islamic Courts Union vs Transitional Federal Government and Ethiopian forces refers to a major phase of the Somali Civil War in the mid-2000s, when an Islamist coalition that had seized control of much of southern Somalia fought against the internationally backed interim Somali government and its Ethiopian military allies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Islamic Courts Union vs Transitional Federal Government and Ethiopian forces Target entity description: The Islamic Courts Union vs Transitional Federal Government and Ethiopian forces refers to a major phase of the Somali Civil War in the mid-2000s, when an Islamist coalition that had seized control of much of southern Somalia fought against the internationally backed interim Somali government and its Ethiopian military allies.
-
A.
Tigray War
The Tigray War was a devastating armed conflict in northern Ethiopia from 2020 to 2022 involving federal and regional forces, marked by widespread atrocities, famine, and a severe humanitarian crisis.
-
B.
Ethiopian Civil War
The Ethiopian Civil War was a protracted conflict from 1974 to 1991 between the Marxist Derg regime and various rebel groups, which devastated the country and led to the overthrow of Ethiopia’s military government.
-
C.
Eritrean–Ethiopian War
The Eritrean–Ethiopian War was a brutal border conflict between Eritrea and Ethiopia from 1998 to 2000 that caused tens of thousands of casualties and reshaped politics in the Horn of Africa.
-
D.
Ogaden conflict
The Ogaden conflict is a long-running insurgency and counterinsurgency in Ethiopia’s Somali Region, primarily involving ethnic Somali separatists seeking self-determination and the Ethiopian state.
-
E.
Transitional Federal Government of Somalia
The Transitional Federal Government of Somalia was the internationally recognized interim administration that attempted to restore national institutions and stability in Somalia from 2004 until it was replaced by a permanent federal government in 2012.
- 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_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.