Triple

T1412258
Position Surface form Disambiguated ID Type / Status
Subject Agenda 2063 E31829 entity
Predicate hasFlagshipProject P14971 FINISHED
Object Single African Air Transport Market
The Single African Air Transport Market is a flagship African Union initiative aimed at creating a unified, liberalized air transport market across Africa to boost connectivity, integration, and economic growth.
 E162065 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: Single African Air Transport Market | Statement: [Agenda 2063, hasFlagshipProject, Single African Air Transport Market]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Single African Air Transport Market
Context triple: [Agenda 2063, hasFlagshipProject, Single African Air Transport Market]
  • A. Nile Air
    Nile Air is a privately owned Egyptian airline that operates domestic and regional flights across the Middle East, North Africa, and parts of Europe.
  • B. Kenya Airways
    Kenya Airways is the flag carrier airline of Kenya, operating an extensive network of passenger and cargo flights across Africa and to destinations worldwide.
  • C. South African Airways
    South African Airways is the flag carrier airline of South Africa, operating domestic and international flights primarily from its hub in Johannesburg.
  • D. Financial Institutions of the African Union
    The Financial Institutions of the African Union are a set of planned continental bodies, including an African Central Bank, Monetary Fund, and Investment Bank, intended to promote economic integration, financial stability, and development across African Union member states.
  • E. African Continental Free Trade Area
    The African Continental Free Trade Area is a pan-African trade bloc aimed at creating a single continental market to boost intra-African trade, economic integration, and development across African Union member states.
  • 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: Single African Air Transport Market
Triple: [Agenda 2063, hasFlagshipProject, Single African Air Transport Market]
Generated description
The Single African Air Transport Market is a flagship African Union initiative aimed at creating a unified, liberalized air transport market across Africa to boost connectivity, integration, and economic growth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Single African Air Transport Market
Target entity description: The Single African Air Transport Market is a flagship African Union initiative aimed at creating a unified, liberalized air transport market across Africa to boost connectivity, integration, and economic growth.
  • A. Nile Air
    Nile Air is a privately owned Egyptian airline that operates domestic and regional flights across the Middle East, North Africa, and parts of Europe.
  • B. Kenya Airways
    Kenya Airways is the flag carrier airline of Kenya, operating an extensive network of passenger and cargo flights across Africa and to destinations worldwide.
  • C. South African Airways
    South African Airways is the flag carrier airline of South Africa, operating domestic and international flights primarily from its hub in Johannesburg.
  • D. Financial Institutions of the African Union
    The Financial Institutions of the African Union are a set of planned continental bodies, including an African Central Bank, Monetary Fund, and Investment Bank, intended to promote economic integration, financial stability, and development across African Union member states.
  • E. African Continental Free Trade Area
    The African Continental Free Trade Area is a pan-African trade bloc aimed at creating a single continental market to boost intra-African trade, economic integration, and development across African Union member states.
  • 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.