Triple

T1412259
Position Surface form Disambiguated ID Type / Status
Subject Agenda 2063 E31829 entity
Predicate hasFlagshipProject P14971 FINISHED
Object African Passport and Free Movement of People
African Passport and Free Movement of People is a flagship African Union initiative aimed at enabling visa-free travel and greater mobility for African citizens across the continent to foster integration, trade, and development.
E162066 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: African Passport and Free Movement of People | Statement: [Agenda 2063, hasFlagshipProject, African Passport and Free Movement of People]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African Passport and Free Movement of People
Context triple: [Agenda 2063, hasFlagshipProject, African Passport and Free Movement of People]
  • A. Global Compact for Safe, Orderly and Regular Migration process
    The Global Compact for Safe, Orderly and Regular Migration process is a United Nations–led intergovernmental initiative that developed the first comprehensive global framework for managing international migration in a cooperative and rights-based manner.
  • B. Global Forum on Migration and Development
    The Global Forum on Migration and Development is a voluntary, state-led international platform that facilitates dialogue and cooperation on the interconnections between migration and sustainable development.
  • C. African Peace and Security Architecture
    The African Peace and Security Architecture is the African Union’s overarching framework for preventing, managing, and resolving conflicts across the African continent.
  • D. Program of African Studies at Northwestern University
    The Program of African Studies at Northwestern University is a pioneering interdisciplinary center dedicated to the research and teaching of African societies, cultures, and histories.
  • E. Assembly of the African Union
    The Assembly of the African Union is the AU’s supreme decision-making body, comprising heads of state and government from all member countries and setting the organization’s overall policies and priorities.
  • 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: African Passport and Free Movement of People
Triple: [Agenda 2063, hasFlagshipProject, African Passport and Free Movement of People]
Generated description
African Passport and Free Movement of People is a flagship African Union initiative aimed at enabling visa-free travel and greater mobility for African citizens across the continent to foster integration, trade, and development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: African Passport and Free Movement of People
Target entity description: African Passport and Free Movement of People is a flagship African Union initiative aimed at enabling visa-free travel and greater mobility for African citizens across the continent to foster integration, trade, and development.
  • A. Global Compact for Safe, Orderly and Regular Migration process
    The Global Compact for Safe, Orderly and Regular Migration process is a United Nations–led intergovernmental initiative that developed the first comprehensive global framework for managing international migration in a cooperative and rights-based manner.
  • B. Global Forum on Migration and Development
    The Global Forum on Migration and Development is a voluntary, state-led international platform that facilitates dialogue and cooperation on the interconnections between migration and sustainable development.
  • C. African Peace and Security Architecture
    The African Peace and Security Architecture is the African Union’s overarching framework for preventing, managing, and resolving conflicts across the African continent.
  • D. Program of African Studies at Northwestern University
    The Program of African Studies at Northwestern University is a pioneering interdisciplinary center dedicated to the research and teaching of African societies, cultures, and histories.
  • E. Assembly of the African Union
    The Assembly of the African Union is the AU’s supreme decision-making body, comprising heads of state and government from all member countries and setting the organization’s overall policies and priorities.
  • 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_69a49919a994819086528951bc224775 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c48ff58c8190aeaf09d3e7cad7c7 completed March 1, 2026, 10:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace57ec2d88190b06d0f20e3b52462 completed March 8, 2026, 2:57 a.m.
NEDg Description generation batch_69ace5fc91d081909b33009d06a38616 completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace6c10f54819089a4afcf49ef894f completed March 8, 2026, 3:02 a.m.
Created at: March 1, 2026, 7:59 p.m.