Triple
T23143263
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South African National Route network |
E577516
|
entity |
| Predicate | highestClassIn |
P34976
|
FINISHED |
| Object | South African numbered route system |
—
|
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: South African numbered route system | Statement: [South African National Route network, highestClassIn, South African numbered route system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South African numbered route system Context triple: [South African National Route network, highestClassIn, South African numbered route system]
-
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.
South African regional road network
chosen
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.
-
C.
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.
-
D.
National Route N1
National Route N1 is a major Moroccan highway that runs along the Atlantic coast, linking key cities and regions in the country’s southwest and north.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: highestClassIn Context triple: [South African National Route network, highestClassIn, South African numbered route system]
-
A.
isTheHighestClassOf
Indicates that one entity represents the topmost or most advanced level within a hierarchy or classification to which the other entity belongs.
-
B.
highestCategory
chosen
Indicates that the related entity is the topmost or most specific category to which another entity is ultimately classified or assigned.
-
C.
highestRankIn
Indicates that one entity holds the top or most senior rank within a specified group, category, or context relative to other entities.
-
D.
highestOrgan
Indicates that one entity is the organ with the highest rank, level, or position within a specified system or hierarchy relative to another entity.
-
E.
hasHighest
Indicates that one entity possesses the greatest value, rank, or level in a specified attribute or set compared to all others.
- F. None of above.
Provenance (3 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_69e245f8e6248190ba3d58e068b4dccb |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18ecc3710819088ac5d72dad0459a |
completed | April 29, 2026, 4:53 a.m. |
| PD | Predicate disambiguation | batch_69ef89f83b108190aaaa1db6221fc163 |
completed | April 27, 2026, 4:08 p.m. |
Created at: April 17, 2026, 4 p.m.