Triple

T11123685
Position Surface form Disambiguated ID Type / Status
Subject Sir Seretse Khama International Airport E263080 entity
Predicate servesAsHubFor P423 FINISHED
Object Air Botswana
Air Botswana is the national flag carrier airline of Botswana, operating domestic and regional flights primarily within Southern Africa.
 E905689 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 Botswana | Statement: [Sir Seretse Khama International Airport, servesAsHubFor, Air Botswana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Air Botswana
Context triple: [Sir Seretse Khama International Airport, servesAsHubFor, Air Botswana]
  • A. Botswana Defence Force Air Wing
    The Botswana Defence Force Air Wing is the aerial warfare branch of Botswana’s military, responsible for the country’s air defense, transport, and support operations.
  • B. Botswana thebe
    Botswana thebe is the fractional coin and minor unit of currency used in Botswana, valued at one-hundredth of a pula.
  • C. Botswana
    Botswana is a landlocked country in Southern Africa known for its stable democracy, significant diamond resources, and vast wildlife-rich landscapes including the Okavango Delta.
  • D. government of Botswana
    The government of Botswana is the national governing authority of the Republic of Botswana, overseeing its political administration, public policy, and economic management.
  • E. Central African Airways
    Central African Airways was a regional airline that served British colonial territories in central and southern Africa in the mid-20th century.
  • 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 Botswana
Triple: [Sir Seretse Khama International Airport, servesAsHubFor, Air Botswana]
Generated description
Air Botswana is the national flag carrier airline of Botswana, operating domestic and regional flights primarily within Southern Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Air Botswana
Target entity description: Air Botswana is the national flag carrier airline of Botswana, operating domestic and regional flights primarily within Southern Africa.
  • A. Botswana Defence Force Air Wing
    The Botswana Defence Force Air Wing is the aerial warfare branch of Botswana’s military, responsible for the country’s air defense, transport, and support operations.
  • B. Botswana thebe
    Botswana thebe is the fractional coin and minor unit of currency used in Botswana, valued at one-hundredth of a pula.
  • C. Botswana
    Botswana is a landlocked country in Southern Africa known for its stable democracy, significant diamond resources, and vast wildlife-rich landscapes including the Okavango Delta.
  • D. government of Botswana
    The government of Botswana is the national governing authority of the Republic of Botswana, overseeing its political administration, public policy, and economic management.
  • E. Central African Airways
    Central African Airways was a regional airline that served British colonial territories in central and southern Africa in the mid-20th century.
  • 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_69d6aa9b46cc8190b19f9f0cc45bf322 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7e82e933481908550499cf9dd6531 completed April 9, 2026, 5:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69e42d8643748190a7801fc401dd2b5a completed April 19, 2026, 1:19 a.m.
NEDg Description generation batch_69e42f3eaa0c819095e5af20b910d979 completed April 19, 2026, 1:26 a.m.
NED2 Entity disambiguation (via description) batch_69e4377d20ac8190b0bb810d4159ac4d completed April 19, 2026, 2:01 a.m.
Created at: April 8, 2026, 9:28 p.m.