Triple

T20236947
Position Surface form Disambiguated ID Type / Status
Subject United Nations Security Council Resolution 2147 E498173 entity
Predicate callsOn P2350 FINISHED
Object Government of the Democratic Republic of the Congo to implement security sector reform
The Government of the Democratic Republic of the Congo to implement security sector reform is the national authority urged to overhaul and strengthen its military, police, and related institutions to enhance stability, accountability, and rule of law in the country.
E1419223 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: Government of the Democratic Republic of the Congo to implement security sector reform | Statement: [United Nations Security Council Resolution 2147, callsOn, Government of the Democratic Republic of the Congo to implement security sector reform]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Government of the Democratic Republic of the Congo to implement security sector reform
Context triple: [United Nations Security Council Resolution 2147, callsOn, Government of the Democratic Republic of the Congo to implement security sector reform]
  • A. Peace, Security and Cooperation Framework for the Democratic Republic of the Congo and the region
    The Peace, Security and Cooperation Framework for the Democratic Republic of the Congo and the region is a 2013 regional peace agreement aimed at addressing the root causes of conflict in eastern DRC through commitments by the DRC, neighboring states, and international partners to reforms, non-interference, and regional cooperation.
  • B. Ministry of Defence of the Democratic Republic of the Congo
    The Ministry of Defence of the Democratic Republic of the Congo is the government department responsible for formulating and implementing national defense policy and overseeing the country’s armed forces.
  • C. Pretoria Accord on the Democratic Republic of the Congo
    The Pretoria Accord on the Democratic Republic of the Congo was a 2002 peace agreement aimed at ending the Second Congo War by securing the withdrawal of foreign troops and laying groundwork for a transitional government.
  • D. United Nations Organization Stabilization Mission in the Democratic Republic of the Congo
    The United Nations Organization Stabilization Mission in the Democratic Republic of the Congo (MONUSCO) is a long-running UN peacekeeping operation tasked with protecting civilians, supporting stabilization, and assisting the government in addressing armed conflict and insecurity in the DRC.
  • E. Pact on Security, Stability and Development in the Great Lakes Region
    The Pact on Security, Stability and Development in the Great Lakes Region is a multilateral treaty among African states aimed at promoting peace, security, political stability, and socio-economic development in the conflict-affected Great Lakes region.
  • 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: Government of the Democratic Republic of the Congo to implement security sector reform
Triple: [United Nations Security Council Resolution 2147, callsOn, Government of the Democratic Republic of the Congo to implement security sector reform]
Generated description
The Government of the Democratic Republic of the Congo to implement security sector reform is the national authority urged to overhaul and strengthen its military, police, and related institutions to enhance stability, accountability, and rule of law in the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Government of the Democratic Republic of the Congo to implement security sector reform
Target entity description: The Government of the Democratic Republic of the Congo to implement security sector reform is the national authority urged to overhaul and strengthen its military, police, and related institutions to enhance stability, accountability, and rule of law in the country.
  • A. Peace, Security and Cooperation Framework for the Democratic Republic of the Congo and the region
    The Peace, Security and Cooperation Framework for the Democratic Republic of the Congo and the region is a 2013 regional peace agreement aimed at addressing the root causes of conflict in eastern DRC through commitments by the DRC, neighboring states, and international partners to reforms, non-interference, and regional cooperation.
  • B. Ministry of Defence of the Democratic Republic of the Congo
    The Ministry of Defence of the Democratic Republic of the Congo is the government department responsible for formulating and implementing national defense policy and overseeing the country’s armed forces.
  • C. Pretoria Accord on the Democratic Republic of the Congo
    The Pretoria Accord on the Democratic Republic of the Congo was a 2002 peace agreement aimed at ending the Second Congo War by securing the withdrawal of foreign troops and laying groundwork for a transitional government.
  • D. United Nations Organization Stabilization Mission in the Democratic Republic of the Congo
    The United Nations Organization Stabilization Mission in the Democratic Republic of the Congo (MONUSCO) is a long-running UN peacekeeping operation tasked with protecting civilians, supporting stabilization, and assisting the government in addressing armed conflict and insecurity in the DRC.
  • E. Pact on Security, Stability and Development in the Great Lakes Region
    The Pact on Security, Stability and Development in the Great Lakes Region is a multilateral treaty among African states aimed at promoting peace, security, political stability, and socio-economic development in the conflict-affected Great Lakes region.
  • 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_69da6274c58c81909c646eabed6f4f30 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6716a5af0819095ea419a4d1f0d1d completed April 20, 2026, 6:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a084b9264b88190b0f5a0364c1aebc0 completed May 16, 2026, 10:48 a.m.
NEDg Description generation batch_6a084c17a0808190a6ea7ea52246be8b completed May 16, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_6a084cf11ff8819086138489b9645c75 completed May 16, 2026, 10:54 a.m.
Created at: April 11, 2026, 11:40 p.m.