Triple
T248010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | African Union |
E5080
|
entity |
| Predicate | hasDevelopmentAgenda |
P8766
|
FINISHED |
| Object |
Agenda 2063
Agenda 2063 is the African Union’s long-term strategic framework for transforming Africa into a prosperous, integrated, and peaceful continent by the year 2063.
|
E31829
|
NE FINISHED |
How this triple was built (5 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: Agenda 2063 | Statement: [African Union, hasDevelopmentAgenda, Agenda 2063]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agenda 2063 Context triple: [African Union, hasDevelopmentAgenda, Agenda 2063]
-
A.
Sustainable Development Goals
The Sustainable Development Goals are a set of 17 global objectives adopted by the United Nations to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
-
B.
Doha Development Agenda
The Doha Development Agenda is a World Trade Organization negotiation round launched in 2001 that focuses on reducing global trade barriers with a particular emphasis on addressing the needs and interests of developing countries.
-
C.
Lisbon Strategy
The Lisbon Strategy was a European Union development plan launched in 2000 aimed at making the EU the world’s most competitive and dynamic knowledge-based economy through reforms in innovation, research, employment, and social cohesion.
-
D.
Cairo Declaration
The Cairo Declaration was a World War II Allied statement issued in 1943 that outlined the terms for Japan’s surrender and pledged the return of territories seized by Japan to China and other countries.
-
E.
Expo 2020
Expo 2020 was a World Expo held in Dubai that showcased global innovation, culture, and sustainability through international pavilions and events.
- 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: Agenda 2063 Triple: [African Union, hasDevelopmentAgenda, Agenda 2063]
Generated description
Agenda 2063 is the African Union’s long-term strategic framework for transforming Africa into a prosperous, integrated, and peaceful continent by the year 2063.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Agenda 2063 Target entity description: Agenda 2063 is the African Union’s long-term strategic framework for transforming Africa into a prosperous, integrated, and peaceful continent by the year 2063.
-
A.
Sustainable Development Goals
The Sustainable Development Goals are a set of 17 global objectives adopted by the United Nations to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
-
B.
Doha Development Agenda
The Doha Development Agenda is a World Trade Organization negotiation round launched in 2001 that focuses on reducing global trade barriers with a particular emphasis on addressing the needs and interests of developing countries.
-
C.
Lisbon Strategy
The Lisbon Strategy was a European Union development plan launched in 2000 aimed at making the EU the world’s most competitive and dynamic knowledge-based economy through reforms in innovation, research, employment, and social cohesion.
-
D.
Cairo Declaration
The Cairo Declaration was a World War II Allied statement issued in 1943 that outlined the terms for Japan’s surrender and pledged the return of territories seized by Japan to China and other countries.
-
E.
Expo 2020
Expo 2020 was a World Expo held in Dubai that showcased global innovation, culture, and sustainability through international pavilions and events.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasDevelopmentAgenda Context triple: [African Union, hasDevelopmentAgenda, Agenda 2063]
-
A.
mainPoliticalDevelopment
Indicates the primary or most significant political change, event, or evolution affecting an entity within a given period or context.
-
B.
hasDevelopmentType
Indicates the type or category of development associated with an entity, such as the nature, form, or stage of its development.
-
C.
hasDevelopmentOrganization
Indicates that an entity is associated with, managed by, or supported by a specific organization responsible for its development.
-
D.
hasEconomicProgram
Indicates that an entity possesses, implements, or is associated with a specific economic plan, policy framework, or set of economic measures.
-
E.
developed
Indicates that one entity created, designed, or brought another entity into a more advanced or complete state through effort or work.
- F. None of above. chosen
Provenance (7 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_69a257c4bf688190a46ebbf411ab7473 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NER | Named-entity recognition | batch_69a25d154ebc819087a5c9dc4f62ff44 |
completed | Feb. 28, 2026, 3:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a36cf64798819096218d320b00a3a9 |
completed | Feb. 28, 2026, 10:32 p.m. |
| NEDg | Description generation | batch_69a36d713d548190afadbc7ec7509d98 |
completed | Feb. 28, 2026, 10:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a36e072f188190a0961926536659c1 |
completed | Feb. 28, 2026, 10:36 p.m. |
| PD | Predicate disambiguation | batch_69a25b64ea3081908de626a0e1445bdb |
completed | Feb. 28, 2026, 3:05 a.m. |
| PDg | Predicate description generation | batch_69a25c2ca46c81908c61696f31e59a98 |
completed | Feb. 28, 2026, 3:08 a.m. |
Created at: Feb. 28, 2026, 2:54 a.m.