Triple
T5178230
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azrou |
E116852
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
N8 highway
The N8 highway is a major Moroccan road that runs across the Middle Atlas region, linking key cities such as Azrou with other important urban and economic centers.
|
E691053
|
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: N8 highway | Statement: [Azrou, roadConnection, N8 highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: N8 highway Context triple: [Azrou, roadConnection, N8 highway]
-
A.
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.
-
B.
M-8 highway
The M-8 highway is a major Russian federal road that connects Moscow with the northern city of Arkhangelsk, serving as a key transport corridor through the central and northern regions of European Russia.
-
C.
N14 highway
The N14 highway is a major South African national route connecting Pretoria and Johannesburg with the North West and Northern Cape provinces.
-
D.
A7 highway
The A7 highway is a major Tanzanian road that connects key regions in the country and passes directly through Mikumi National Park, offering access to both local communities and wildlife tourism areas.
-
E.
A8 motorway
The A8 motorway is a major Swiss road that connects central Switzerland with the Bernese Oberland, passing through mountainous terrain and scenic alpine regions.
- 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: N8 highway Triple: [Azrou, roadConnection, N8 highway]
Generated description
The N8 highway is a major Moroccan road that runs across the Middle Atlas region, linking key cities such as Azrou with other important urban and economic centers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: N8 highway Target entity description: The N8 highway is a major Moroccan road that runs across the Middle Atlas region, linking key cities such as Azrou with other important urban and economic centers.
-
A.
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.
-
B.
M-8 highway
The M-8 highway is a major Russian federal road that connects Moscow with the northern city of Arkhangelsk, serving as a key transport corridor through the central and northern regions of European Russia.
-
C.
N14 highway
The N14 highway is a major South African national route connecting Pretoria and Johannesburg with the North West and Northern Cape provinces.
-
D.
A7 highway
The A7 highway is a major Tanzanian road that connects key regions in the country and passes directly through Mikumi National Park, offering access to both local communities and wildlife tourism areas.
-
E.
A8 motorway
The A8 motorway is a major French highway in the Provence-Alpes-Côte d'Azur region that connects cities along the Mediterranean coast, including linking the Italian border area to Aix-en-Provence.
- 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_69bd446140f08190becb93c61158f27f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7976339481909ece900de22064f2 |
completed | March 20, 2026, 4:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9660842888190a9d37a5fd1830ccd |
completed | March 29, 2026, 5:48 p.m. |
| NEDg | Description generation | batch_69c966ceec808190ac66e8c2d6e876b5 |
completed | March 29, 2026, 5:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c96800354c8190a71c5a3802de5373 |
completed | March 29, 2026, 5:57 p.m. |
Created at: March 20, 2026, 1:45 p.m.