Triple

T20092437
Position Surface form Disambiguated ID Type / Status
Subject A1 highway (Botswana) E496305 entity
Predicate partOf P40 FINISHED
Object Botswana road network NE NERFINISHED

How this triple was built (3 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: Botswana road network | Statement: [A1 highway (Botswana), partOf, Botswana road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Botswana road network
Context triple: [A1 highway (Botswana), partOf, Botswana road network]
  • A. Zimbabwe road network
    The Zimbabwe road network is the nationwide system of highways and secondary roads that connects cities, towns, and rural areas across Zimbabwe, supporting the country’s transport and economic activities.
  • B. Botswana rail network
    The Botswana rail network is the system of railway lines that serves as a key freight and passenger transport backbone within Botswana and links the country to neighboring states in Southern Africa.
  • C. A1 Highway (Botswana)
    The A1 Highway in Botswana is a major north–south arterial road that forms part of the regional route linking Zimbabwe and South Africa through Botswana, connecting key cities such as Francistown and Gaborone.
  • D. A2 road in Botswana
    The A2 road in Botswana is a major highway forming part of the Trans-Kalahari Corridor, linking Botswana with Namibia and South Africa across the Kalahari Desert.
  • E. Namibian national road network
    The Namibian national road network is the country’s primary system of interconnected highways and main roads that links major towns, regions, and neighboring countries.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Botswana road network
Target entity description: The Botswana road network is the nationwide system of paved and unpaved roads that connects cities, towns, rural areas, and neighboring countries, supporting the country’s transport and economic activities.
  • A. Zimbabwe road network
    The Zimbabwe road network is the nationwide system of highways and secondary roads that connects cities, towns, and rural areas across Zimbabwe, supporting the country’s transport and economic activities.
  • B. Botswana rail network
    The Botswana rail network is the system of railway lines that serves as a key freight and passenger transport backbone within Botswana and links the country to neighboring states in Southern Africa.
  • C. A1 Highway (Botswana)
    The A1 Highway in Botswana is a major north–south arterial road that forms part of the regional route linking Zimbabwe and South Africa through Botswana, connecting key cities such as Francistown and Gaborone.
  • D. A2 road in Botswana
    The A2 road in Botswana is a major highway forming part of the Trans-Kalahari Corridor, linking Botswana with Namibia and South Africa across the Kalahari Desert.
  • E. Namibian national road network
    The Namibian national road network is the country’s primary system of interconnected highways and main roads that links major towns, regions, and neighboring countries.
  • F. None of above. chosen

Provenance (2 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_69da626eee3881909f3454986d4a6511 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66668db8881908c43b1deef9af1d3 completed April 20, 2026, 5:46 p.m.
Created at: April 11, 2026, 11:22 p.m.