Triple
T10478942
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brahimi Report on United Nations Peace Operations |
E247121
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Panel on United Nations Peace Operations
The Panel on United Nations Peace Operations was a high-level expert group convened by the UN in 2000 to review and recommend reforms for the organization’s peacekeeping and peace support activities.
|
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: Panel on United Nations Peace Operations | Statement: [Brahimi Report on United Nations Peace Operations, author, Panel on United Nations Peace Operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Panel on United Nations Peace Operations Context triple: [Brahimi Report on United Nations Peace Operations, author, Panel on United Nations Peace Operations]
-
A.
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.
-
B.
High-level Independent Panel on Peace Operations recommendations
The High-level Independent Panel on Peace Operations recommendations are a set of reform proposals aimed at improving the effectiveness, responsiveness, and legitimacy of United Nations peace operations in complex contemporary conflict environments.
-
C.
Act on Cooperation with United Nations Peacekeeping Operations
The Act on Cooperation with United Nations Peacekeeping Operations is a Japanese law that authorizes and regulates Japan’s participation in UN peacekeeping missions and related international peace cooperation activities.
-
D.
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.
-
E.
United Nations peace operations
United Nations peace operations are international missions mandated by the UN to help maintain or restore peace and security in conflict-affected areas through activities such as peacekeeping, mediation, and support to political processes.
- 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: Panel on United Nations Peace Operations Triple: [Brahimi Report on United Nations Peace Operations, author, Panel on United Nations Peace Operations]
Generated description
The Panel on United Nations Peace Operations was a high-level expert group convened by the UN in 2000 to review and recommend reforms for the organization’s peacekeeping and peace support activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Panel on United Nations Peace Operations Target entity description: The Panel on United Nations Peace Operations was a high-level expert group convened by the UN in 2000 to review and recommend reforms for the organization’s peacekeeping and peace support activities.
-
A.
Brahimi Report on United Nations Peace Operations
chosen
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.
-
B.
High-level Independent Panel on Peace Operations recommendations
The High-level Independent Panel on Peace Operations recommendations are a set of reform proposals aimed at improving the effectiveness, responsiveness, and legitimacy of United Nations peace operations in complex contemporary conflict environments.
-
C.
Act on Cooperation with United Nations Peacekeeping Operations
The Act on Cooperation with United Nations Peacekeeping Operations is a Japanese law that authorizes and regulates Japan’s participation in UN peacekeeping missions and related international peace cooperation activities.
-
D.
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.
-
E.
United Nations peace operations
United Nations peace operations are international missions mandated by the UN to help maintain or restore peace and security in conflict-affected areas through activities such as peacekeeping, mediation, and support to political processes.
- 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_69d381c16c248190a2fe5b471e584e9c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d5095a25708190bf34e3ca1491e003 |
completed | April 7, 2026, 1:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d8a02aa2748190902f5c08afd7dda9 |
completed | April 10, 2026, 7 a.m. |
| NEDg | Description generation | batch_69d8a2f4bbec8190a5c508c6431d71b2 |
completed | April 10, 2026, 7:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d8aff34c7081909c3504e00f56d9ec |
completed | April 10, 2026, 8:08 a.m. |
Created at: April 6, 2026, 12:21 p.m.