Triple
T1946083
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chadian–Libyan conflict |
E42056
|
entity |
| Predicate | LibyaSupported |
P10546
|
FINISHED |
| Object |
Goukouni Oueddei’s forces
Goukouni Oueddei’s forces were the armed factions loyal to former Chadian president Goukouni Oueddei that played a central role in Chad’s civil wars and regional power struggles during the late 20th century.
|
E220643
|
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: Goukouni Oueddei’s forces | Statement: [Chadian–Libyan conflict, LibyaSupported, Goukouni Oueddei’s forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Goukouni Oueddei’s forces Context triple: [Chadian–Libyan conflict, LibyaSupported, Goukouni Oueddei’s forces]
-
A.
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.
-
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.
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.
-
D.
Malian National Guard
The Malian National Guard is a branch of Mali’s security forces responsible for internal security, territorial defense, and support to civil authorities, including maintaining public order and protecting key institutions.
-
E.
Niger Armed Forces
The Niger Armed Forces are the national military of Niger, responsible for defending the country’s sovereignty, maintaining internal security, and conducting operations against insurgent and rebel groups.
- 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: Goukouni Oueddei’s forces Triple: [Chadian–Libyan conflict, LibyaSupported, Goukouni Oueddei’s forces]
Generated description
Goukouni Oueddei’s forces were the armed factions loyal to former Chadian president Goukouni Oueddei that played a central role in Chad’s civil wars and regional power struggles during the late 20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Goukouni Oueddei’s forces Target entity description: Goukouni Oueddei’s forces were the armed factions loyal to former Chadian president Goukouni Oueddei that played a central role in Chad’s civil wars and regional power struggles during the late 20th century.
-
A.
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.
-
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.
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.
-
D.
Malian National Guard
The Malian National Guard is a branch of Mali’s security forces responsible for internal security, territorial defense, and support to civil authorities, including maintaining public order and protecting key institutions.
-
E.
Niger Armed Forces
The Niger Armed Forces are the national military of Niger, responsible for defending the country’s sovereignty, maintaining internal security, and conducting operations against insurgent and rebel groups.
- 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_69a8870e08fc8190a319cbf2600db15f |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb7c51c2881908054760c624dd577 |
completed | March 7, 2026, 5:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbbcc5688190aad081dc8d119e7f |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc50a3488190afe44ee5125d9ebd |
completed | March 8, 2026, 10:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfcdccce48190a2591b90c81ad084 |
completed | March 8, 2026, 10:49 p.m. |
Created at: March 4, 2026, 7:36 p.m.