Triple

T8499166
Position Surface form Disambiguated ID Type / Status
Subject Modibo Keita International Airport E201171 entity
Predicate servesAsHubFor P423 FINISHED
Object Air Mali (historical)
Air Mali (historical) was the former national airline of Mali that operated domestic and international flights before ceasing operations.
 E740025 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: Air Mali (historical) | Statement: [Modibo Keita International Airport, servesAsHubFor, Air Mali (historical)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Air Mali (historical)
Context triple: [Modibo Keita International Airport, servesAsHubFor, Air Mali (historical)]
  • A. Malian Air Force
    The Malian Air Force is the aerial warfare branch of Mali’s military, responsible for defending the country’s airspace and providing air support to ground operations.
  • B. Tassili Airlines
    Tassili Airlines is an Algerian airline based in Algiers that operates domestic and regional flights, primarily serving the oil and gas industry and general passenger traffic.
  • C. Congo Airways
    Congo Airways is the state-owned flag carrier airline of the Democratic Republic of the Congo, operating domestic and regional passenger services.
  • D. 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.
  • E. Somali Airlines
    Somali Airlines was the former national flag carrier of Somalia, operating domestic and international flights primarily from Mogadishu until its cessation in the early 1990s.
  • 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: Air Mali (historical)
Triple: [Modibo Keita International Airport, servesAsHubFor, Air Mali (historical)]
Generated description
Air Mali (historical) was the former national airline of Mali that operated domestic and international flights before ceasing operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Air Mali (historical)
Target entity description: Air Mali (historical) was the former national airline of Mali that operated domestic and international flights before ceasing operations.
  • A. Malian Air Force
    The Malian Air Force is the aerial warfare branch of Mali’s military, responsible for defending the country’s airspace and providing air support to ground operations.
  • B. Tassili Airlines
    Tassili Airlines is an Algerian airline based in Algiers that operates domestic and regional flights, primarily serving the oil and gas industry and general passenger traffic.
  • C. Congo Airways
    Congo Airways is the state-owned flag carrier airline of the Democratic Republic of the Congo, operating domestic and regional passenger services.
  • D. 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.
  • E. Somali Airlines
    Somali Airlines was the former national flag carrier of Somalia, operating domestic and international flights primarily from Mogadishu until its cessation in the early 1990s.
  • 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_69ca831ee390819095fae73400bbfafc completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe5984d7481908c41c57bef9cf254 completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e0aa7788190abd7bb259966bc44 completed April 2, 2026, 11:07 a.m.
NEDg Description generation batch_69ce4ff668d4819081f4c3186437291b completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce54cc52cc81908ca48c93956ca86e completed April 2, 2026, 11:36 a.m.
Created at: March 30, 2026, 6:14 p.m.