Triple

T15978455
Position Surface form Disambiguated ID Type / Status
Subject Sudanese Armed Forces E387509 entity
Predicate involvedInConflict P1406 FINISHED
Object Sudanese conflict of 2023
The Sudanese conflict of 2023 is a violent power struggle in Sudan marked by intense fighting, humanitarian crisis, and widespread displacement, primarily centered in and around the capital, Khartoum.
E1188728 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: Sudanese conflict of 2023 | Statement: [Sudanese Armed Forces, involvedInConflict, Sudanese conflict of 2023]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sudanese conflict of 2023
Context triple: [Sudanese Armed Forces, involvedInConflict, Sudanese conflict of 2023]
  • A. South Sudanese Civil War
    The South Sudanese Civil War was a brutal internal conflict that erupted in 2013 between forces loyal to President Salva Kiir and those aligned with former Vice President Riek Machar, causing massive displacement, ethnic violence, and humanitarian crisis in the world’s newest country.
  • B. Sudanese Revolution 2018–2019
    The Sudanese Revolution 2018–2019 was a nationwide popular uprising that toppled longtime president Omar al-Bashir and led to a turbulent transition toward civilian rule.
  • C. Chad–Sudan conflict
    The Chad–Sudan conflict was a series of armed confrontations and proxy wars between Chad and Sudan, heavily influenced by cross-border rebel movements and the broader Darfur crisis in the 2000s.
  • D. Sudanese conflict in South Kordofan and Blue Nile
    The Sudanese conflict in South Kordofan and Blue Nile is an armed struggle between the Sudanese government and rebel groups rooted in political marginalization, ethnic tensions, and disputes over power and resources in the border regions left unresolved after South Sudan’s secession.
  • E. Sudan coup d’état of October 2021
    The Sudan coup d’état of October 2021 was a military takeover that disrupted Sudan’s fragile power-sharing transition, ousted civilian leaders, and sparked widespread domestic and international condemnation.
  • 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: Sudanese conflict of 2023
Triple: [Sudanese Armed Forces, involvedInConflict, Sudanese conflict of 2023]
Generated description
The Sudanese conflict of 2023 is a violent power struggle in Sudan marked by intense fighting, humanitarian crisis, and widespread displacement, primarily centered in and around the capital, Khartoum.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sudanese conflict of 2023
Target entity description: The Sudanese conflict of 2023 is a violent power struggle in Sudan marked by intense fighting, humanitarian crisis, and widespread displacement, primarily centered in and around the capital, Khartoum.
  • A. South Sudanese Civil War
    The South Sudanese Civil War was a brutal internal conflict that erupted in 2013 between forces loyal to President Salva Kiir and those aligned with former Vice President Riek Machar, causing massive displacement, ethnic violence, and humanitarian crisis in the world’s newest country.
  • B. Sudanese Revolution 2018–2019
    The Sudanese Revolution 2018–2019 was a nationwide popular uprising that toppled longtime president Omar al-Bashir and led to a turbulent transition toward civilian rule.
  • C. Chad–Sudan conflict
    The Chad–Sudan conflict was a series of armed confrontations and proxy wars between Chad and Sudan, heavily influenced by cross-border rebel movements and the broader Darfur crisis in the 2000s.
  • D. Sudanese conflict in South Kordofan and Blue Nile
    The Sudanese conflict in South Kordofan and Blue Nile is an armed struggle between the Sudanese government and rebel groups rooted in political marginalization, ethnic tensions, and disputes over power and resources in the border regions left unresolved after South Sudan’s secession.
  • E. Sudan coup d’état of October 2021
    The Sudan coup d’état of October 2021 was a military takeover that disrupted Sudan’s fragile power-sharing transition, ousted civilian leaders, and sparked widespread domestic and international condemnation.
  • 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_69d86da94ccc819083d187f5dc6a123e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1575362e081909ff36e4d3c15ff2f completed April 16, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffc3c9567c8190af87c3fcf8a4af15 completed May 9, 2026, 11:31 p.m.
NEDg Description generation batch_69ffc7fb8f308190b649a64c344884b0 completed May 9, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_69ffc83b4c648190bce41afbd6547fc1 completed May 9, 2026, 11:50 p.m.
Created at: April 10, 2026, 4:54 a.m.