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.