Triple
T1882969
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | African Union |
E39893
|
entity |
| Predicate | developmentAgenda |
P8766
|
FINISHED |
| Object | Agenda 2063 |
E31829
|
NE FINISHED |
How this triple was built (3 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, developmentAgenda, Agenda 2063]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agenda 2063 Context triple: [African Union, developmentAgenda, Agenda 2063]
-
A.
Agenda 2063
chosen
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.
-
B.
2030 Agenda for Sustainable Development
The 2030 Agenda for Sustainable Development is a global framework adopted by all UN member states that outlines 17 Sustainable Development Goals to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
-
C.
Saudi Vision 2030
Saudi Vision 2030 is Saudi Arabia’s long-term national transformation program aimed at diversifying its oil-dependent economy, modernizing society, and expanding private-sector and non-oil industries by the year 2030.
-
D.
Millennium Development Goals
The Millennium Development Goals were a set of eight global targets adopted by the United Nations in 2000 to address extreme poverty, health, education, gender equality, and environmental sustainability by 2015.
-
E.
Egyptian new administrative capital project
The Egyptian new administrative capital project is a large-scale, planned city east of Cairo designed to become Egypt’s new governmental and financial hub, featuring relocated ministries, modern infrastructure, and extensive residential and commercial districts.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: developmentAgenda Context triple: [African Union, developmentAgenda, Agenda 2063]
-
A.
developmentInitiative
Indicates an organized effort or program undertaken to promote growth, improvement, or progress in a particular area or context.
-
B.
hasDevelopmentAgenda
chosen
Indicates that an entity maintains or follows a specific plan, set of priorities, or strategic goals guiding its development activities or initiatives.
-
C.
development
Indicates a process or relationship in which something grows, advances, or becomes more complex or mature over time.
-
D.
aimsToDevelop
Indicates an entity’s intention or effort to create, improve, or bring about another entity, outcome, or capability.
-
E.
plannedDevelopment
Indicates that one entity has been designated or scheduled for future development or construction by another entity.
- F. None of above.
Provenance (4 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_69a88633e4fc8190b7eb40463e048ec5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb4f53f408190ae30e1a12721e7d7 |
completed | March 7, 2026, 5:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69addf5eabd8819089f267db92993033 |
completed | March 8, 2026, 8:43 p.m. |
| PD | Predicate disambiguation | batch_69abafe497a88190a1da6af2888b71b4 |
completed | March 7, 2026, 4:56 a.m. |
Created at: March 4, 2026, 7:34 p.m.