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.