Triple
T3716327
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Somali Civil War |
E81539
|
entity |
| Predicate | hasParticipant |
P149
|
FINISHED |
| Object |
Puntland forces
Puntland forces are the regional military and security units of the autonomous Puntland State in northeastern Somalia, involved in various phases of the Somali Civil War and local security operations.
|
E382752
|
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: Puntland forces | Statement: [Somali Civil War, hasParticipant, Puntland forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Puntland forces Context triple: [Somali Civil War, hasParticipant, Puntland forces]
-
A.
Somali Air Force
The Somali Air Force is the aerial warfare branch of Somalia’s military, historically operating a mix of Soviet and Western aircraft and playing a key role in the country’s defense during the Cold War era.
-
B.
Zintan militias
The Zintan militias are powerful armed groups from the town of Zintan in western Libya, known for their significant military and political influence during and after the fall of Muammar Gaddafi.
-
C.
Ethiopian Special Forces
The Ethiopian Special Forces are elite military units of Ethiopia trained and equipped for high-risk, specialized combat and security operations.
-
D.
al-Shabaab
al-Shabaab is a Somalia-based Islamist militant group known for insurgent attacks and terrorism in East Africa.
-
E.
Mahdist Ansar forces
The Mahdist Ansar forces were the Sudanese Islamist rebel army loyal to Muhammad Ahmad al-Mahdi that waged a successful jihad against Egyptian and British control in the late 19th century.
- 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: Puntland forces Triple: [Somali Civil War, hasParticipant, Puntland forces]
Generated description
Puntland forces are the regional military and security units of the autonomous Puntland State in northeastern Somalia, involved in various phases of the Somali Civil War and local security operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Puntland forces Target entity description: Puntland forces are the regional military and security units of the autonomous Puntland State in northeastern Somalia, involved in various phases of the Somali Civil War and local security operations.
-
A.
Somali Air Force
The Somali Air Force is the aerial warfare branch of Somalia’s military, historically operating a mix of Soviet and Western aircraft and playing a key role in the country’s defense during the Cold War era.
-
B.
Zintan militias
The Zintan militias are powerful armed groups from the town of Zintan in western Libya, known for their significant military and political influence during and after the fall of Muammar Gaddafi.
-
C.
Ethiopian Special Forces
The Ethiopian Special Forces are elite military units of Ethiopia trained and equipped for high-risk, specialized combat and security operations.
-
D.
al-Shabaab
al-Shabaab is a Somalia-based Islamist militant group known for insurgent attacks and terrorism in East Africa.
-
E.
Mahdist Ansar forces
The Mahdist Ansar forces were the Sudanese Islamist rebel army loyal to Muhammad Ahmad al-Mahdi that waged a successful jihad against Egyptian and British control in the late 19th century.
- 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.