Triple
T1918439
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Siege of Khartoum |
E40070
|
entity |
| Predicate | attackerForce |
P32752
|
FINISHED |
| Object |
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.
|
E214817
|
NE FINISHED |
How this triple was built (5 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: Mahdist Ansar forces | Statement: [Siege of Khartoum, attackerForce, Mahdist Ansar forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mahdist Ansar forces Context triple: [Siege of Khartoum, attackerForce, Mahdist Ansar forces]
-
A.
Mourabitoun militia
The Mourabitoun militia was a prominent Lebanese Sunni Nasserist armed group active mainly in West Beirut during the Lebanese Civil War.
-
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.
Ansar
Ansar were the early Muslim inhabitants of Medina who supported and sheltered the Prophet Muhammad and his followers after their migration from Mecca.
-
D.
Ba'ath Party militias
Ba'ath Party militias were paramilitary forces aligned with Iraq’s ruling Ba'ath Party, used to suppress internal dissent and rebellions, including those by Kurdish groups.
-
E.
Afghan mujahideen
The Afghan mujahideen were a loose coalition of Islamist and tribal guerrilla fighters who waged a U.S.- and Pakistan-backed insurgency against the Soviet-backed Afghan government in the 1980s.
- 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: Mahdist Ansar forces Triple: [Siege of Khartoum, attackerForce, Mahdist Ansar forces]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mahdist Ansar forces Target entity description: 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.
-
A.
Mourabitoun militia
The Mourabitoun militia was a prominent Lebanese Sunni Nasserist armed group active mainly in West Beirut during the Lebanese Civil War.
-
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.
Ansar
Ansar were the early Muslim inhabitants of Medina who supported and sheltered the Prophet Muhammad and his followers after their migration from Mecca.
-
D.
Ba'ath Party militias
Ba'ath Party militias were paramilitary forces aligned with Iraq’s ruling Ba'ath Party, used to suppress internal dissent and rebellions, including those by Kurdish groups.
-
E.
Afghan mujahideen
The Afghan mujahideen were a loose coalition of Islamist and tribal guerrilla fighters who waged a U.S.- and Pakistan-backed insurgency against the Soviet-backed Afghan government in the 1980s.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: attackerForce Context triple: [Siege of Khartoum, attackerForce, Mahdist Ansar forces]
-
A.
besiegingForce
Indicates a military group that is surrounding and attacking a target location or force in an attempt to capture or subdue it.
-
B.
mainAttacker
Indicates that an entity is the primary or leading aggressor responsible for initiating or carrying out an attack against another entity.
-
C.
primaryEnemyForces
chosen
Indicates that the related entities constitute the main opposing or hostile forces in a conflict or competitive situation.
-
D.
commanderAttacker
Indicates that one entity serves as the commanding officer or leader of another entity that is acting as the attacker in a conflict or operation.
-
E.
operationalCommanderAttacker
Indicates that the subject serves as the operational commander directing and controlling the attacking forces in the described action or event.
- F. None of above.
Provenance (6 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_69a8864298748190a2f2fd34f7ef8d77 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb211eda88190865de7a0522a453d |
completed | March 7, 2026, 5:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3dcc288819096855351a0e69069 |
completed | March 8, 2026, 10:10 p.m. |
| NEDg | Description generation | batch_69adf471909881909de20d9d1fa0b372 |
completed | March 8, 2026, 10:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf50b17a081909b93ad3e08c71772 |
completed | March 8, 2026, 10:15 p.m. |
| PD | Predicate disambiguation | batch_69abafed2ab481908920334e77b1021b |
completed | March 7, 2026, 4:56 a.m. |
Created at: March 4, 2026, 7:35 p.m.