Triple
T10042277
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malian Ministry of Security and Civil Protection |
E205322
|
entity |
| Predicate | cooperatesWith |
P435
|
FINISHED |
| Object |
United Nations agencies in Mali
United Nations agencies in Mali are the country-level offices of various UN bodies that provide humanitarian aid, development assistance, and support for peace, security, and governance in partnership with the Malian government and other stakeholders.
|
E548492
|
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: United Nations agencies in Mali | Statement: [Malian Ministry of Security and Civil Protection, cooperatesWith, United Nations agencies in Mali]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United Nations agencies in Mali Context triple: [Malian Ministry of Security and Civil Protection, cooperatesWith, United Nations agencies in Mali]
-
A.
United Nations Multidimensional Integrated Stabilization Mission in Mali
The United Nations Multidimensional Integrated Stabilization Mission in Mali (MINUSMA) is a UN peacekeeping operation established to support political processes and stabilize Mali amid ongoing conflict and insecurity.
-
B.
United Nations country teams in North Africa
United Nations country teams in North Africa are coordinated groups of UN agencies, funds, and programmes working together within each North African country to support national development priorities and the implementation of UN mandates.
-
C.
UN Office for West Africa and the Sahel
The UN Office for West Africa and the Sahel is a United Nations political mission that promotes peace, security, and preventive diplomacy across West Africa and the Sahel region.
-
D.
United Nations country team in Morocco
The United Nations country team in Morocco is the collective group of UN agencies, funds, and programmes working together in Morocco to support the country’s development priorities and the implementation of the UN’s global agenda.
-
E.
United Nations country teams in Africa
United Nations country teams in Africa are multidisciplinary UN offices in individual African countries that coordinate and implement the UN’s development, humanitarian, and peacebuilding activities on the ground.
- 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: United Nations agencies in Mali Triple: [Malian Ministry of Security and Civil Protection, cooperatesWith, United Nations agencies in Mali]
Generated description
United Nations agencies in Mali are the country-level offices of various UN bodies that provide humanitarian aid, development assistance, and support for peace, security, and governance in partnership with the Malian government and other stakeholders.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United Nations agencies in Mali Target entity description: United Nations agencies in Mali are the country-level offices of various UN bodies that provide humanitarian aid, development assistance, and support for peace, security, and governance in partnership with the Malian government and other stakeholders.
-
A.
United Nations Multidimensional Integrated Stabilization Mission in Mali
The United Nations Multidimensional Integrated Stabilization Mission in Mali (MINUSMA) is a UN peacekeeping operation established to support political processes and stabilize Mali amid ongoing conflict and insecurity.
-
B.
United Nations country teams in North Africa
United Nations country teams in North Africa are coordinated groups of UN agencies, funds, and programmes working together within each North African country to support national development priorities and the implementation of UN mandates.
-
C.
UN Office for West Africa and the Sahel
The UN Office for West Africa and the Sahel is a United Nations political mission that promotes peace, security, and preventive diplomacy across West Africa and the Sahel region.
-
D.
United Nations country team in Morocco
The United Nations country team in Morocco is the collective group of UN agencies, funds, and programmes working together in Morocco to support the country’s development priorities and the implementation of the UN’s global agenda.
-
E.
United Nations country teams in Africa
chosen
United Nations country teams in Africa are multidisciplinary UN offices in individual African countries that coordinate and implement the UN’s development, humanitarian, and peacebuilding activities on the ground.
- F. None of above.
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_69ca834f70e88190b2d74828b7767ec1 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdcee48d8c8190af7c93b60f8ca7cb |
completed | April 2, 2026, 2:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d28278235c8190a5e833a9586bd3f5 |
completed | April 5, 2026, 3:40 p.m. |
| NEDg | Description generation | batch_69d28391f8fc8190964cdccaf5625617 |
completed | April 5, 2026, 3:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d284604dc88190b452ee847d3390dd |
completed | April 5, 2026, 3:48 p.m. |
Created at: March 30, 2026, 8:55 p.m.