Triple
T19291568
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Inezgane-Aït Melloul Prefecture |
E482454
|
entity |
| Predicate | roadNetworkNode |
P36772
|
FINISHED |
| Object | National Route N1 |
—
|
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: National Route N1 | Statement: [Inezgane-Aït Melloul Prefecture, roadNetworkNode, National Route N1]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Route N1 Context triple: [Inezgane-Aït Melloul Prefecture, roadNetworkNode, National Route N1]
-
A.
National Route N1
chosen
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.
-
B.
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.
-
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 Highway N3
National Highway N3 is a major roadway in Cameroon that serves as an important transport corridor within the Littoral Region and connects it to other parts of the country.
-
E.
Ben Schoeman Freeway (N1)
Ben Schoeman Freeway (N1) is a major highway in Gauteng, South Africa, forming a key section of the N1 route and serving as a primary arterial link between Johannesburg and Pretoria.
- 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: roadNetworkNode Context triple: [Inezgane-Aït Melloul Prefecture, roadNetworkNode, National Route N1]
-
A.
roadNetworkHubOf
Indicates that one location functions as a central node or hub within the road network relative to another location or area.
-
B.
roadJunctionRelation
Indicates a spatial connection where two or more roads meet, intersect, or join at a junction.
-
C.
roadJunctionIncludes
Indicates that a road junction spatially contains or encompasses a specific road segment or related roadway element as part of its structure.
-
D.
roadNetworkContext
Indicates the contextual relationship between elements within a road network, such as how roads, intersections, and related infrastructure are organized or interact.
-
E.
roadNetworkPartOf
chosen
Indicates that one road network segment or component is a constituent part of a larger road network.
- 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_69d8e8cf61b0819096fe3e4107827c4e |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5fc05c9dc8190846b279f82ae0fa3 |
completed | April 20, 2026, 10:12 a.m. |
| PD | Predicate disambiguation | batch_69e4dd0bc7508190a6f9d56bd4c3404f |
completed | April 19, 2026, 1:47 p.m. |
Created at: April 10, 2026, 1:31 p.m.