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.