Triple
T10338234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saudi national ports network |
E243060
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Saudi National Transport and Logistics Strategy
The Saudi National Transport and Logistics Strategy is a government blueprint aimed at transforming Saudi Arabia into a global logistics hub by modernizing and integrating its transport networks across ports, aviation, rail, and roads.
|
E777212
|
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: Saudi National Transport and Logistics Strategy | Statement: [Saudi national ports network, relatedTo, Saudi National Transport and Logistics Strategy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saudi National Transport and Logistics Strategy Context triple: [Saudi national ports network, relatedTo, Saudi National Transport and Logistics Strategy]
-
A.
Vision 2040 economic strategy of Oman
Vision 2040 economic strategy of Oman is the Sultanate’s long-term national development blueprint aimed at diversifying the economy beyond oil, fostering private-sector growth, and enhancing human capital and sustainability by the year 2040.
-
B.
Strategic Transport Projects Review
The Strategic Transport Projects Review is a long-term planning document that outlines Scotland’s national transport investment priorities and major infrastructure projects.
-
C.
Saudi Vision 2030
Saudi Vision 2030 is Saudi Arabia’s long-term national transformation program aimed at diversifying its oil-dependent economy, modernizing society, and expanding private-sector and non-oil industries by the year 2030.
-
D.
Ministry of Transport and Logistics Services of Saudi Arabia
The Ministry of Transport and Logistics Services of Saudi Arabia is the government body responsible for planning, regulating, and developing the Kingdom’s transport and logistics sectors to support national economic and industrial growth.
-
E.
Saudi Landbridge project
The Saudi Landbridge project is a major railway initiative designed to connect the Kingdom’s eastern and western coasts, creating a strategic freight and passenger corridor across Saudi Arabia.
- 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: Saudi National Transport and Logistics Strategy Triple: [Saudi national ports network, relatedTo, Saudi National Transport and Logistics Strategy]
Generated description
The Saudi National Transport and Logistics Strategy is a government blueprint aimed at transforming Saudi Arabia into a global logistics hub by modernizing and integrating its transport networks across ports, aviation, rail, and roads.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saudi National Transport and Logistics Strategy Target entity description: The Saudi National Transport and Logistics Strategy is a government blueprint aimed at transforming Saudi Arabia into a global logistics hub by modernizing and integrating its transport networks across ports, aviation, rail, and roads.
-
A.
Vision 2040 economic strategy of Oman
Vision 2040 economic strategy of Oman is the Sultanate’s long-term national development blueprint aimed at diversifying the economy beyond oil, fostering private-sector growth, and enhancing human capital and sustainability by the year 2040.
-
B.
Strategic Transport Projects Review
The Strategic Transport Projects Review is a long-term planning document that outlines Scotland’s national transport investment priorities and major infrastructure projects.
-
C.
Saudi Vision 2030
Saudi Vision 2030 is Saudi Arabia’s long-term national transformation program aimed at diversifying its oil-dependent economy, modernizing society, and expanding private-sector and non-oil industries by the year 2030.
-
D.
Ministry of Transport and Logistics Services of Saudi Arabia
chosen
The Ministry of Transport and Logistics Services of Saudi Arabia is the government body responsible for planning, regulating, and developing the Kingdom’s transport and logistics sectors to support national economic and industrial growth.
-
E.
Saudi Landbridge project
The Saudi Landbridge project is a major railway initiative designed to connect the Kingdom’s eastern and western coasts, creating a strategic freight and passenger corridor across Saudi Arabia.
- F. None of above.
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_69d381af787481908bc401325c760a88 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e0a3a8e4819097268ce101dec2d1 |
completed | April 7, 2026, 10:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7506278f881908b090b13706e5d4e |
completed | April 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69d75133588c819093af59327b951cd7 |
completed | April 9, 2026, 7:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d751d4aa908190a825322ebf0066af |
completed | April 9, 2026, 7:14 a.m. |
Created at: April 6, 2026, 11:54 a.m.