Triple

T8992541
Position Surface form Disambiguated ID Type / Status
Subject Sudanese security services E214823 entity
Predicate opposedBy P437 FINISHED
Object Sudanese opposition groups
Sudanese opposition groups are a diverse coalition of political parties, civil society organizations, and activist movements in Sudan that challenge authoritarian rule and advocate for democratic governance and human rights.
E770564 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 opposition groups | Statement: [Sudanese security services, opposedBy, Sudanese opposition groups]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sudanese opposition groups
Context triple: [Sudanese security services, opposedBy, Sudanese opposition groups]
  • A. Syrian opposition
    The Syrian opposition is a diverse coalition of political groups, armed factions, and civil society actors that have sought to challenge and overthrow the government of Bashar al-Assad in Syria.
  • B. Sudan People’s Liberation Movement-North
    The Sudan People’s Liberation Movement-North is a Sudanese rebel group and political organization that has waged long-running insurgencies, particularly in regions like Blue Nile and South Kordofan, seeking greater autonomy and rights for marginalized communities.
  • C. 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.
  • D. Egyptian opposition movement
    The Egyptian opposition movement is a broad coalition of political parties, activists, and civil society groups that challenge the ruling authorities and advocate for democratic reforms, civil liberties, and social justice in Egypt.
  • E. anti-Gaddafi rebel forces
    The anti-Gaddafi rebel forces were the coalition of Libyan opposition fighters that rose up during the 2011 Libyan Civil War to overthrow Muammar Gaddafi’s regime.
  • 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 opposition groups
Triple: [Sudanese security services, opposedBy, Sudanese opposition groups]
Generated description
Sudanese opposition groups are a diverse coalition of political parties, civil society organizations, and activist movements in Sudan that challenge authoritarian rule and advocate for democratic governance and human rights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sudanese opposition groups
Target entity description: Sudanese opposition groups are a diverse coalition of political parties, civil society organizations, and activist movements in Sudan that challenge authoritarian rule and advocate for democratic governance and human rights.
  • A. Syrian opposition
    The Syrian opposition is a diverse coalition of political groups, armed factions, and civil society actors that have sought to challenge and overthrow the government of Bashar al-Assad in Syria.
  • B. Sudan People’s Liberation Movement-North
    The Sudan People’s Liberation Movement-North is a Sudanese rebel group and political organization that has waged long-running insurgencies, particularly in regions like Blue Nile and South Kordofan, seeking greater autonomy and rights for marginalized communities.
  • C. 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.
  • D. Egyptian opposition movement
    The Egyptian opposition movement is a broad coalition of political parties, activists, and civil society groups that challenge the ruling authorities and advocate for democratic reforms, civil liberties, and social justice in Egypt.
  • E. anti-Gaddafi rebel forces
    The anti-Gaddafi rebel forces were the coalition of Libyan opposition fighters that rose up during the 2011 Libyan Civil War to overthrow Muammar Gaddafi’s regime.
  • 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_69ca83a05c608190bdfdbdb25e994b39 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6876583081909d936dc3c3152587 completed April 1, 2026, 12:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0c9659c8190ae7ff5df8e016d17 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd16959f88190b153766133ffe0dc completed April 3, 2026, 2:40 p.m.
NED2 Entity disambiguation (via description) batch_69cfd1da79b8819096d753ea7836265c completed April 3, 2026, 2:42 p.m.
Created at: March 30, 2026, 7:04 p.m.