Triple

T5666974
Position Surface form Disambiguated ID Type / Status
Subject Polokwane E124879 entity
Predicate hasAirport P105 FINISHED
Object Polokwane International Airport
Polokwane International Airport is a regional airport in South Africa’s Limpopo province that serves as the primary air gateway to the city of Polokwane and its surrounding areas.
E538850 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: Polokwane International Airport | Statement: [Polokwane, hasAirport, Polokwane International Airport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Polokwane International Airport
Context triple: [Polokwane, hasAirport, Polokwane International Airport]
  • A. Mthatha Airport
    Mthatha Airport is a regional airport in Mthatha, Eastern Cape, South Africa, providing domestic air services to the surrounding area.
  • B. King Mswati III International Airport
    King Mswati III International Airport is Eswatini’s main international airport, serving as the country’s primary gateway for global air travel.
  • C. King Shaka International Airport
    King Shaka International Airport is the main international airport serving the Durban area in South Africa, handling both domestic and international flights.
  • D. Moshoeshoe I International Airport
    Moshoeshoe I International Airport is the main international airport serving Lesotho, located near the capital city of Maseru.
  • E. Hosea Kutako International Airport
    Hosea Kutako International Airport is the main international gateway to Namibia, serving the capital city of Windhoek and handling the majority of the country’s long-haul and regional air traffic.
  • 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: Polokwane International Airport
Triple: [Polokwane, hasAirport, Polokwane International Airport]
Generated description
Polokwane International Airport is a regional airport in South Africa’s Limpopo province that serves as the primary air gateway to the city of Polokwane and its surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Polokwane International Airport
Target entity description: Polokwane International Airport is a regional airport in South Africa’s Limpopo province that serves as the primary air gateway to the city of Polokwane and its surrounding areas.
  • A. Mthatha Airport
    Mthatha Airport is a regional airport in Mthatha, Eastern Cape, South Africa, providing domestic air services to the surrounding area.
  • B. King Mswati III International Airport
    King Mswati III International Airport is Eswatini’s main international airport, serving as the country’s primary gateway for global air travel.
  • C. King Shaka International Airport
    King Shaka International Airport is the main international airport serving the Durban area in South Africa, handling both domestic and international flights.
  • D. Moshoeshoe I International Airport
    Moshoeshoe I International Airport is the main international airport serving Lesotho, located near the capital city of Maseru.
  • E. Hosea Kutako International Airport
    Hosea Kutako International Airport is the main international gateway to Namibia, serving the capital city of Windhoek and handling the majority of the country’s long-haul and regional air traffic.
  • 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_69c00828906881908966f270b8f130cf completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02345004081908858867be48d3885 completed March 22, 2026, 5:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04dad0af4819088280f2d97173e9e completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c056a981f881908663c315fe2db829 completed March 22, 2026, 8:52 p.m.
NED2 Entity disambiguation (via description) batch_69c0573ca734819098de3376ff93c309 completed March 22, 2026, 8:55 p.m.
Created at: March 22, 2026, 3:43 p.m.