Triple

T13658269
Position Surface form Disambiguated ID Type / Status
Subject R62 regional route E326916 entity
Predicate partOf P40 FINISHED
Object South African regional road network
The South African regional road network is a system of numbered routes that connect towns and regions across South Africa, complementing the national highways by providing intermediate-level road links.
E1052289 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: South African regional road network | Statement: [R62 regional route, partOf, South African regional road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South African regional road network
Context triple: [R62 regional route, partOf, South African regional road network]
  • A. South African National Route network
    The South African National Route network is the country’s primary system of long-distance, numbered highways that connect major cities, regions, and borders for national transport and trade.
  • B. National Route N10
    National Route N10 is a major east–west highway in southern Morocco that links coastal and inland cities, including the area around Aït Melloul.
  • C. Johannesburg metropolitan road network
    The Johannesburg metropolitan road network is an integrated system of urban freeways, motorways, and arterial roads that connects and serves the greater Johannesburg area in South Africa.
  • D. National Route N2
    National Route N2 is a major South African highway running along the southern coast, connecting key cities and towns including those of the scenic Garden Route.
  • E. Johannesburg Ring Road
    The Johannesburg Ring Road is a network of freeways encircling Johannesburg, South Africa, that facilitates high-volume traffic flow around the city and connects major national routes.
  • 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: South African regional road network
Triple: [R62 regional route, partOf, South African regional road network]
Generated description
The South African regional road network is a system of numbered routes that connect towns and regions across South Africa, complementing the national highways by providing intermediate-level road links.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South African regional road network
Target entity description: The South African regional road network is a system of numbered routes that connect towns and regions across South Africa, complementing the national highways by providing intermediate-level road links.
  • A. South African National Route network
    The South African National Route network is the country’s primary system of long-distance, numbered highways that connect major cities, regions, and borders for national transport and trade.
  • B. National Route N10
    National Route N10 is a major east–west highway in southern Morocco that links coastal and inland cities, including the area around Aït Melloul.
  • C. Johannesburg metropolitan road network
    The Johannesburg metropolitan road network is an integrated system of urban freeways, motorways, and arterial roads that connects and serves the greater Johannesburg area in South Africa.
  • D. National Route N2
    National Route N2 is a major South African highway running along the southern coast, connecting key cities and towns including those of the scenic Garden Route.
  • E. Johannesburg Ring Road
    The Johannesburg Ring Road is a network of freeways encircling Johannesburg, South Africa, that facilitates high-volume traffic flow around the city and connects major national routes.
  • 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_69d8076d8270819092afc2f0e9c359a8 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc61f0d808190b1cd2a6ba0d930eb completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b06c5d081909d31b8a537c94edb completed May 3, 2026, 5:51 p.m.
NEDg Description generation batch_69f78bd727048190a57a75294a9ab53d completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c9f543481909a0de6a0c3bb041f completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:52 p.m.