Triple
T4185201
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darfur conflict |
E88293
|
entity |
| Predicate | involves |
P1256
|
FINISHED |
| Object |
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.
|
E418895
|
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: Sudan Liberation Army | Statement: [Darfur conflict, involves, Sudan Liberation Army]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sudan Liberation Army Context triple: [Darfur conflict, involves, Sudan Liberation Army]
-
A.
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.
-
B.
Sudan Defence Force
The Sudan Defence Force was a British-organized colonial military force in Anglo-Egyptian Sudan that played a key role in regional security and campaigns during the early to mid-20th century, including World War II.
-
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.
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.
-
E.
Sudanese Armed Forces
The Sudanese Armed Forces are the national military of Sudan, responsible for defending the country and playing a central role in its internal conflicts and political 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: Sudan Liberation Army Triple: [Darfur conflict, involves, Sudan Liberation Army]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sudan Liberation Army Target entity description: 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.
-
A.
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.
-
B.
Sudan Defence Force
The Sudan Defence Force was a British-organized colonial military force in Anglo-Egyptian Sudan that played a key role in regional security and campaigns during the early to mid-20th century, including World War II.
-
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.
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.
-
E.
Sudanese Armed Forces
The Sudanese Armed Forces are the national military of Sudan, responsible for defending the country and playing a central role in its internal conflicts and political 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_69aed9477e8c81908bcb862d2db55b1d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af032318bc81908345db0753f8ba66 |
completed | March 9, 2026, 5:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b589fe4b508190a1c5a1d426245ede |
completed | March 14, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_69b58a64e67081909d9c03c8f92b4f7e |
completed | March 14, 2026, 4:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b58aeb4f848190aa8d8511c3b63eaa |
completed | March 14, 2026, 4:20 p.m. |
Created at: March 9, 2026, 3:45 p.m.