Triple

T7879000
Position Surface form Disambiguated ID Type / Status
Subject Kotoka International Airport E182929 entity
Predicate hubFor P423 FINISHED
Object Africa World Airlines
Africa World Airlines is a Ghanaian regional airline based in Accra that operates domestic and short-haul international flights across West Africa.
E701122 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: Africa World Airlines | Statement: [Kotoka International Airport, hubFor, Africa World Airlines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Africa World Airlines
Context triple: [Kotoka International Airport, hubFor, Africa World Airlines]
  • A. African Airlines Association
    The African Airlines Association is a trade organization that represents and advocates for African airlines, working to promote a unified, safe, and sustainable air transport industry across the continent.
  • B. Equatorial Congo Airlines
    Equatorial Congo Airlines is the national flag carrier of the Republic of the Congo, operating passenger and cargo flights primarily within Central Africa.
  • C. Afriqiyah Airways
    Afriqiyah Airways is a Libyan state-owned airline based in Tripoli that operates scheduled passenger services across Africa, Europe, and the Middle East.
  • D. East African Airways
    East African Airways was a former multinational airline jointly owned by Kenya, Tanzania, and Uganda that operated regional and international flights across Africa and beyond until its dissolution in the 1970s.
  • E. Sudan Airways
    Sudan Airways is the national flag carrier airline of Sudan, operating domestic and international flights primarily across Africa and the Middle East.
  • 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: Africa World Airlines
Triple: [Kotoka International Airport, hubFor, Africa World Airlines]
Generated description
Africa World Airlines is a Ghanaian regional airline based in Accra that operates domestic and short-haul international flights across West Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Africa World Airlines
Target entity description: Africa World Airlines is a Ghanaian regional airline based in Accra that operates domestic and short-haul international flights across West Africa.
  • A. African Airlines Association
    The African Airlines Association is a trade organization that represents and advocates for African airlines, working to promote a unified, safe, and sustainable air transport industry across the continent.
  • B. Equatorial Congo Airlines
    Equatorial Congo Airlines is the national flag carrier of the Republic of the Congo, operating passenger and cargo flights primarily within Central Africa.
  • C. Afriqiyah Airways
    Afriqiyah Airways is a Libyan state-owned airline based in Tripoli that operates scheduled passenger services across Africa, Europe, and the Middle East.
  • D. East African Airways
    East African Airways was a former multinational airline jointly owned by Kenya, Tanzania, and Uganda that operated regional and international flights across Africa and beyond until its dissolution in the 1970s.
  • E. Sudan Airways
    Sudan Airways is the national flag carrier airline of Sudan, operating domestic and international flights primarily across Africa and the Middle East.
  • 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_69ca828a17248190b46defe758bc5ad3 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39be7ab88190affcd353a0cd37fa completed March 31, 2026, 3:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b86c20081909aa029cda7c48d44 completed March 31, 2026, 5:28 a.m.
NEDg Description generation batch_69cb7631d10881908e3c7dacb98520cd completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbbf847f3c819092d690d8d65f6d60 completed March 31, 2026, 12:35 p.m.
Created at: March 30, 2026, 4:57 p.m.