Triple

T20092458
Position Surface form Disambiguated ID Type / Status
Subject A1 highway (Botswana) E496305 entity
Predicate hasJunctionWith P1018 FINISHED
Object A30 road (Botswana)
The A30 road in Botswana is a regional highway that connects with major routes like the A1, facilitating transport and access between towns in the country.
E1412257 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: A30 road (Botswana) | Statement: [A1 highway (Botswana), hasJunctionWith, A30 road (Botswana)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A30 road (Botswana)
Context triple: [A1 highway (Botswana), hasJunctionWith, A30 road (Botswana)]
  • A. A3 highway (Botswana)
    The A3 highway in Botswana is a major national road that runs through the country’s north, linking key towns and serving as an important route for regional travel and access to wildlife areas.
  • B. 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.
  • 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. Botswana road network
    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.
  • E. A301 road
    The A301 road is a central London route that runs through the City of Westminster and the London Borough of Lambeth, connecting key landmarks and river crossings in the capital.
  • 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: A30 road (Botswana)
Triple: [A1 highway (Botswana), hasJunctionWith, A30 road (Botswana)]
Generated description
The A30 road in Botswana is a regional highway that connects with major routes like the A1, facilitating transport and access between towns in the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A30 road (Botswana)
Target entity description: The A30 road in Botswana is a regional highway that connects with major routes like the A1, facilitating transport and access between towns in the country.
  • A. A3 highway (Botswana)
    The A3 highway in Botswana is a major national road that runs through the country’s north, linking key towns and serving as an important route for regional travel and access to wildlife areas.
  • B. 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.
  • 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. Botswana road network
    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.
  • E. A301 road
    The A301 road is a central London route that runs through the City of Westminster and the London Borough of Lambeth, connecting key landmarks and river crossings in the capital.
  • 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_69da626eee3881909f3454986d4a6511 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66668db8881908c43b1deef9af1d3 completed April 20, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a082707c7908190a3889541ea8a650b completed May 16, 2026, 8:12 a.m.
NEDg Description generation batch_6a08285238908190b7e6e53792586cc5 completed May 16, 2026, 8:18 a.m.
NED2 Entity disambiguation (via description) batch_6a08290a0574819093eae877eb2e0495 completed May 16, 2026, 8:21 a.m.
Created at: April 11, 2026, 11:22 p.m.