Triple
T9270030
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saudi national rail network |
E222800
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
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.
|
E789037
|
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 Landbridge project | Statement: [Saudi national rail network, hasPart, Saudi Landbridge project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saudi Landbridge project Context triple: [Saudi national rail network, hasPart, Saudi Landbridge project]
-
A.
Dubai Logistics Corridor
Dubai Logistics Corridor is an integrated multimodal transport and logistics hub in Dubai that links sea, air, and land infrastructure to streamline regional and global trade.
-
B.
Qattara Depression Project
The Qattara Depression Project is a large-scale engineering proposal to flood Egypt’s Qattara Depression with seawater to generate hydroelectric power and potentially alter the local climate.
-
C.
Red Sea trade corridor
The Red Sea trade corridor is a historically vital maritime route linking the Mediterranean and Indian Ocean worlds, facilitating commerce and cultural exchange between Africa, the Arabian Peninsula, and Asia.
-
D.
Al-Shoula consortium
Al-Shoula consortium is a multinational group of Spanish and Saudi companies responsible for building and operating Saudi Arabia’s Haramain high-speed railway between Mecca and Medina.
-
E.
Al Boraq high-speed rail
Al Boraq high-speed rail is Morocco’s high-speed train network, notable as the first of its kind in Africa and connecting major cities such as Tangier and Casablanca.
- 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 Landbridge project Triple: [Saudi national rail network, hasPart, Saudi Landbridge project]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saudi Landbridge project Target entity description: 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.
-
A.
Dubai Logistics Corridor
Dubai Logistics Corridor is an integrated multimodal transport and logistics hub in Dubai that links sea, air, and land infrastructure to streamline regional and global trade.
-
B.
Qattara Depression Project
The Qattara Depression Project is a large-scale engineering proposal to flood Egypt’s Qattara Depression with seawater to generate hydroelectric power and potentially alter the local climate.
-
C.
Red Sea trade corridor
The Red Sea trade corridor is a historically vital maritime route linking the Mediterranean and Indian Ocean worlds, facilitating commerce and cultural exchange between Africa, the Arabian Peninsula, and Asia.
-
D.
Al-Shoula consortium
Al-Shoula consortium is a multinational group of Spanish and Saudi companies responsible for building and operating Saudi Arabia’s Haramain high-speed railway between Mecca and Medina.
-
E.
Al Boraq high-speed rail
Al Boraq high-speed rail is Morocco’s high-speed train network, notable as the first of its kind in Africa and connecting major cities such as Tangier and Casablanca.
- 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_69ca841ffe208190aa7bcffbef2f8379 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd078525308190abfb883123742d3f |
completed | April 1, 2026, 11:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d09c2ca500819083ef4aa37f3e3a7f |
completed | April 4, 2026, 5:05 a.m. |
| NEDg | Description generation | batch_69d09d5047e8819082dbb2e44547b41c |
completed | April 4, 2026, 5:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d09dec544c819095e2109d5e1671d3 |
completed | April 4, 2026, 5:13 a.m. |
Created at: March 30, 2026, 7:33 p.m.