Triple
T5126545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United Nations Security Council Resolution 2098 |
E115597
|
entity |
| Predicate | targets |
P860
|
FINISHED |
| Object |
Allied Democratic Forces
The Allied Democratic Forces is an Islamist rebel and terrorist group originating in Uganda that operates mainly in the eastern Democratic Republic of the Congo and is known for brutal attacks on civilians.
|
E495787
|
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: Allied Democratic Forces | Statement: [United Nations Security Council Resolution 2098, targets, Allied Democratic Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Allied Democratic Forces Context triple: [United Nations Security Council Resolution 2098, targets, Allied Democratic Forces]
-
A.
Alliance of Democratic Forces for the Liberation of Congo-Zaire
The Alliance of Democratic Forces for the Liberation of Congo-Zaire was a Rwandan- and Ugandan-backed rebel coalition led by Laurent-Désiré Kabila that overthrew Mobutu Sese Seko and seized power in Zaire (now the Democratic Republic of the Congo) in 1997.
-
B.
Azanian People’s Liberation Army
The Azanian People’s Liberation Army was the military wing of a South African Black nationalist movement that waged an armed struggle against apartheid.
-
C.
Rahanweyn Resistance Army
The Rahanweyn Resistance Army was a Somali militia and political faction formed to defend the interests and territories of the Rahanweyn (Digil-Mirifle) clan during the protracted conflict in Somalia.
-
D.
Sudan People’s Liberation Army
The Sudan People’s Liberation Army is a South Sudanese rebel movement-turned-national army that led the armed struggle against the Sudanese government and later became the core of South Sudan’s military forces.
-
E.
Sudan Liberation Army
The Sudan Liberation Army is a rebel group that emerged in western Sudan advocating for greater political representation and protection of non-Arab communities against the central government.
- 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: Allied Democratic Forces Triple: [United Nations Security Council Resolution 2098, targets, Allied Democratic Forces]
Generated description
The Allied Democratic Forces is an Islamist rebel and terrorist group originating in Uganda that operates mainly in the eastern Democratic Republic of the Congo and is known for brutal attacks on civilians.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Allied Democratic Forces Target entity description: The Allied Democratic Forces is an Islamist rebel and terrorist group originating in Uganda that operates mainly in the eastern Democratic Republic of the Congo and is known for brutal attacks on civilians.
-
A.
Alliance of Democratic Forces for the Liberation of Congo-Zaire
The Alliance of Democratic Forces for the Liberation of Congo-Zaire was a Rwandan- and Ugandan-backed rebel coalition led by Laurent-Désiré Kabila that overthrew Mobutu Sese Seko and seized power in Zaire (now the Democratic Republic of the Congo) in 1997.
-
B.
Azanian People’s Liberation Army
The Azanian People’s Liberation Army was the military wing of a South African Black nationalist movement that waged an armed struggle against apartheid.
-
C.
Rahanweyn Resistance Army
The Rahanweyn Resistance Army was a Somali militia and political faction formed to defend the interests and territories of the Rahanweyn (Digil-Mirifle) clan during the protracted conflict in Somalia.
-
D.
Sudan People’s Liberation Army
The Sudan People’s Liberation Army is a South Sudanese rebel movement-turned-national army that led the armed struggle against the Sudanese government and later became the core of South Sudan’s military forces.
-
E.
Sudan Liberation Army
The Sudan Liberation Army is a rebel group that emerged in western Sudan advocating for greater political representation and protection of non-Arab communities against the central government.
- 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_69bd444426bc819099ccd23f141e22aa |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd78228b2081908c70efd3db71f8d4 |
completed | March 20, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bec4bb52fc8190b4c0cd6bc367e8eb |
completed | March 21, 2026, 4:18 p.m. |
| NEDg | Description generation | batch_69bec562d0508190851b5a3307e9405b |
completed | March 21, 2026, 4:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bec6478b848190bc09d7f6485681b4 |
completed | March 21, 2026, 4:24 p.m. |
Created at: March 20, 2026, 1:42 p.m.