Triple

T2252413
Position Surface form Disambiguated ID Type / Status
Subject Lakhdar Brahimi E49645 entity
Predicate notableWork P4 FINISHED
Object Brahimi Report on United Nations Peace Operations
The Brahimi Report on United Nations Peace Operations is a landmark 2000 UN study that critically assessed past peacekeeping failures and proposed major reforms to strengthen the effectiveness, credibility, and resources of UN peace operations.
E247121 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: Brahimi Report on United Nations Peace Operations | Statement: [Lakhdar Brahimi, notableWork, Brahimi Report on United Nations Peace Operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brahimi Report on United Nations Peace Operations
Context triple: [Lakhdar Brahimi, notableWork, Brahimi Report on United Nations Peace Operations]
  • A. An Agenda for Peace
    An Agenda for Peace is a landmark 1992 United Nations report by Secretary-General Boutros Boutros-Ghali that outlined a comprehensive post–Cold War vision for preventive diplomacy, peacemaking, and peacekeeping.
  • B. United Nations peacekeeping doctrine
    United Nations peacekeeping doctrine is the body of principles, guidelines, and operational concepts that shapes how UN missions prevent, manage, and resolve armed conflicts through the deployment of international peacekeeping forces.
  • C. Annual Report of the Secretary-General
    The Annual Report of the Secretary-General is a comprehensive yearly overview of the United Nations’ activities, challenges, and priorities presented to the General Assembly.
  • D. Peacekeeping Knowledge Management and Lessons Learned Unit
    The Peacekeeping Knowledge Management and Lessons Learned Unit is a specialized office within the UN peacekeeping architecture that captures, analyzes, and disseminates operational experience to improve the effectiveness of current and future peace operations.
  • E. United Nations Security Council Resolution 1973
    United Nations Security Council Resolution 1973 is a 2011 UN measure that authorized international military action, including a no-fly zone, to protect civilians during the Libyan 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: Brahimi Report on United Nations Peace Operations
Triple: [Lakhdar Brahimi, notableWork, Brahimi Report on United Nations Peace Operations]
Generated description
The Brahimi Report on United Nations Peace Operations is a landmark 2000 UN study that critically assessed past peacekeeping failures and proposed major reforms to strengthen the effectiveness, credibility, and resources of UN peace operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brahimi Report on United Nations Peace Operations
Target entity description: The Brahimi Report on United Nations Peace Operations is a landmark 2000 UN study that critically assessed past peacekeeping failures and proposed major reforms to strengthen the effectiveness, credibility, and resources of UN peace operations.
  • A. An Agenda for Peace
    An Agenda for Peace is a landmark 1992 United Nations report by Secretary-General Boutros Boutros-Ghali that outlined a comprehensive post–Cold War vision for preventive diplomacy, peacemaking, and peacekeeping.
  • B. United Nations peacekeeping doctrine
    United Nations peacekeeping doctrine is the body of principles, guidelines, and operational concepts that shapes how UN missions prevent, manage, and resolve armed conflicts through the deployment of international peacekeeping forces.
  • C. Annual Report of the Secretary-General
    The Annual Report of the Secretary-General is a comprehensive yearly overview of the United Nations’ activities, challenges, and priorities presented to the General Assembly.
  • D. Peacekeeping Knowledge Management and Lessons Learned Unit
    The Peacekeeping Knowledge Management and Lessons Learned Unit is a specialized office within the UN peacekeeping architecture that captures, analyzes, and disseminates operational experience to improve the effectiveness of current and future peace operations.
  • E. United Nations Security Council Resolution 1973
    United Nations Security Council Resolution 1973 is a 2011 UN measure that authorized international military action, including a no-fly zone, to protect civilians during the Libyan 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_69a88aaa9250819095e127d0d77e8a32 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc11eb2708190bc5a3d152a3bb133 completed March 7, 2026, 6:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b1dd6fc8190bd762fb3a17258b0 completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6bbdef14819084b96389435ca080 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c2cfac48190b0425088e79cd122 completed March 9, 2026, 6:43 a.m.
Created at: March 4, 2026, 7:47 p.m.