Triple
T23342148
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saudi national road network |
E591761
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Saudi Arabian transport 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: Saudi Arabian transport system | Statement: [Saudi national road network, partOf, Saudi Arabian transport system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saudi Arabian transport system Context triple: [Saudi national road network, partOf, Saudi Arabian transport system]
-
A.
Saudi national road network
The Saudi national road network is an extensive system of highways and roads that links cities, industrial hubs, ports, and remote regions across Saudi Arabia, supporting both domestic travel and commercial transport.
-
B.
Saudi national rail network
The Saudi national rail network is the countrywide system of passenger and freight rail lines in Saudi Arabia, integrating high-speed, intercity, and freight services to connect major cities, industrial hubs, and holy sites.
-
C.
Iraqi national transport network
The Iraqi national transport network is the integrated system of roads, railways, ports, and other infrastructure that connects major cities, industrial centers, and trade hubs across Iraq.
-
D.
Dammam–Khobar–Dhahran urban network
The Dammam–Khobar–Dhahran urban network is a major metropolitan area in Saudi Arabia’s Eastern Province that integrates the cities of Dammam, Khobar, and Dhahran into a single, closely connected urban and economic hub.
-
E.
Gulf Cooperation Council railway network
The Gulf Cooperation Council railway network is a planned regional rail system intended to link the six GCC member states with a unified freight and passenger corridor across the Arabian Peninsula.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saudi Arabian transport system Target entity description: The Saudi Arabian transport system is the nationwide infrastructure and services network that enables the movement of people and goods across Saudi Arabia by road, rail, air, and sea.
-
A.
Saudi national road network
The Saudi national road network is an extensive system of highways and roads that links cities, industrial hubs, ports, and remote regions across Saudi Arabia, supporting both domestic travel and commercial transport.
-
B.
Saudi national rail network
The Saudi national rail network is the countrywide system of passenger and freight rail lines in Saudi Arabia, integrating high-speed, intercity, and freight services to connect major cities, industrial hubs, and holy sites.
-
C.
Iraqi national transport network
The Iraqi national transport network is the integrated system of roads, railways, ports, and other infrastructure that connects major cities, industrial centers, and trade hubs across Iraq.
-
D.
Dammam–Khobar–Dhahran urban network
The Dammam–Khobar–Dhahran urban network is a major metropolitan area in Saudi Arabia’s Eastern Province that integrates the cities of Dammam, Khobar, and Dhahran into a single, closely connected urban and economic hub.
-
E.
Gulf Cooperation Council railway network
The Gulf Cooperation Council railway network is a planned regional rail system intended to link the six GCC member states with a unified freight and passenger corridor across the Arabian Peninsula.
- F. None of above. chosen
Provenance (2 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_69e25d20e3d08190bcede87673cafb25 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f198334dec819081c432b434eb3ba5 |
completed | April 29, 2026, 5:33 a.m. |
Created at: April 17, 2026, 5:18 p.m.