Triple

T6237174
Position Surface form Disambiguated ID Type / Status
Subject N2 national road E139504 entity
Predicate partOf P40 FINISHED
Object 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.
E577516 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 National Route network | Statement: [N2 national road, partOf, South African National Route network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South African National Route network
Context triple: [N2 national road, partOf, South African National Route network]
  • A. 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.
  • B. Cape to Cairo Road corridor
    The Cape to Cairo Road corridor is a proposed trans-African highway route intended to link South Africa’s Cape Town with Egypt’s Cairo, facilitating regional connectivity and trade across the continent.
  • C. National Route 55
    National Route 55 was a former Australian national highway route designation that ran along parts of what is now known as the Castlereagh Highway and connected regional areas in New South Wales and Queensland.
  • D. National Route 54
    National Route 54 was a former Australian national highway designation that once applied to the route now known as the Warrego Highway in Queensland.
  • E. N3 highway
    The N3 highway is a major South African national route that connects Johannesburg and Durban, serving as a key freight and passenger corridor between the inland economic hub and the east coast.
  • 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 National Route network
Triple: [N2 national road, partOf, South African National Route network]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South African National Route network
Target entity description: 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.
  • A. 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.
  • B. Cape to Cairo Road corridor
    The Cape to Cairo Road corridor is a proposed trans-African highway route intended to link South Africa’s Cape Town with Egypt’s Cairo, facilitating regional connectivity and trade across the continent.
  • C. National Route 55
    National Route 55 was a former Australian national highway route designation that ran along parts of what is now known as the Castlereagh Highway and connected regional areas in New South Wales and Queensland.
  • D. National Route 54
    National Route 54 was a former Australian national highway designation that once applied to the route now known as the Warrego Highway in Queensland.
  • E. N3 highway
    The N3 highway is a major South African national route that connects Johannesburg and Durban, serving as a key freight and passenger corridor between the inland economic hub and the east coast.
  • 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_69c008b0e7ac8190808a59573ee646f3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063021258819093a9237041816638 completed March 22, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20dfbf42c8190842a471db4ff3de0 completed March 24, 2026, 4:07 a.m.
NEDg Description generation batch_69c215efd48c81908365f0525cb6e3dc completed March 24, 2026, 4:41 a.m.
NED2 Entity disambiguation (via description) batch_69c21654dfac8190a5e985d539e2bcb4 completed March 24, 2026, 4:43 a.m.
Created at: March 22, 2026, 4:23 p.m.