Triple
T9260759
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Revitalized Agreement on the Resolution of the Conflict in the Republic of South Sudan |
E222570
|
entity |
| Predicate | signatory |
P173
|
FINISHED |
| Object |
SPLM-IO
SPLM-IO is a major South Sudanese opposition movement and armed group led by Riek Machar that emerged from the 2013 civil conflict and has played a central role in the country’s peace negotiations and power-sharing arrangements.
|
E787828
|
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: SPLM-IO | Statement: [Revitalized Agreement on the Resolution of the Conflict in the Republic of South Sudan, signatory, SPLM-IO]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SPLM-IO Context triple: [Revitalized Agreement on the Resolution of the Conflict in the Republic of South Sudan, signatory, SPLM-IO]
-
A.
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.
-
B.
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.
-
C.
Sudan People’s Liberation Army
The Sudan People’s Liberation Army is a South Sudanese rebel movement-turned-national army that led the armed struggle against the Sudanese government and later became the core of South Sudan’s military forces.
-
D.
National Democratic Force
The National Democratic Force is a Myanmar political party formed by former members of the National League for Democracy that emerged as a key opposition group during the country’s early post-junta electoral period.
-
E.
United Liberation Movement of Liberia for Democracy
The United Liberation Movement of Liberia for Democracy (ULIMO) was a major rebel faction in Liberia, formed largely by exiled opponents of Charles Taylor, that fought to overthrow his forces during the First Liberian Civil War.
- 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: SPLM-IO Triple: [Revitalized Agreement on the Resolution of the Conflict in the Republic of South Sudan, signatory, SPLM-IO]
Generated description
SPLM-IO is a major South Sudanese opposition movement and armed group led by Riek Machar that emerged from the 2013 civil conflict and has played a central role in the country’s peace negotiations and power-sharing arrangements.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SPLM-IO Target entity description: SPLM-IO is a major South Sudanese opposition movement and armed group led by Riek Machar that emerged from the 2013 civil conflict and has played a central role in the country’s peace negotiations and power-sharing arrangements.
-
A.
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.
-
B.
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.
-
C.
Sudan People’s Liberation Army
The Sudan People’s Liberation Army is a South Sudanese rebel movement-turned-national army that led the armed struggle against the Sudanese government and later became the core of South Sudan’s military forces.
-
D.
National Democratic Force
The National Democratic Force is a Myanmar political party formed by former members of the National League for Democracy that emerged as a key opposition group during the country’s early post-junta electoral period.
-
E.
United Liberation Movement of Liberia for Democracy
The United Liberation Movement of Liberia for Democracy (ULIMO) was a major rebel faction in Liberia, formed largely by exiled opponents of Charles Taylor, that fought to overthrow his forces during the First Liberian Civil War.
- 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_69ca841e4cd481908e738c74e958eaea |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd07175be881908a917573ec9b9081 |
completed | April 1, 2026, 11:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d09bfb7dfc8190bc337a54083e0dd9 |
completed | April 4, 2026, 5:04 a.m. |
| NEDg | Description generation | batch_69d09cc5cdd481908903ae0e49c1085d |
completed | April 4, 2026, 5:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d09d7364b48190ad3dd55711bd2534 |
completed | April 4, 2026, 5:11 a.m. |
Created at: March 30, 2026, 7:32 p.m.