Triple
T9106699
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Industrial Development and Logistics Program |
E218494
|
entity |
| Predicate | implementedBy |
P172
|
FINISHED |
| Object |
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.
|
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: Ministry of Transport and Logistics Services of Saudi Arabia | Statement: [National Industrial Development and Logistics Program, implementedBy, Ministry of Transport and Logistics Services of Saudi Arabia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Transport and Logistics Services of Saudi Arabia Context triple: [National Industrial Development and Logistics Program, implementedBy, Ministry of Transport and Logistics Services of Saudi Arabia]
-
A.
Ministry of Transportation and Telecommunications (Bahrain)
The Ministry of Transportation and Telecommunications (Bahrain) is the Bahraini government ministry responsible for regulating and developing the country’s transport infrastructure and telecommunications sector.
-
B.
Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
-
C.
Ministry of Economy and Planning of Saudi Arabia
The Ministry of Economy and Planning of Saudi Arabia is the government body responsible for national economic planning and development, playing a central role in shaping and coordinating the Kingdom’s long-term transformation agenda.
-
D.
Ministry of Transport, Communications and Information Technology (Oman)
The Ministry of Transport, Communications and Information Technology (Oman) is the Omani government body responsible for national policies, regulation, and development of the country’s transport infrastructure, telecommunications, and digital technologies.
-
E.
General Authority of Civil Aviation of Saudi Arabia
The General Authority of Civil Aviation of Saudi Arabia is the national regulatory body responsible for overseeing and managing the kingdom’s civil aviation sector, including airports, air navigation, and airline operations.
- 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: Ministry of Transport and Logistics Services of Saudi Arabia Triple: [National Industrial Development and Logistics Program, implementedBy, Ministry of Transport and Logistics Services of Saudi Arabia]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Transport and Logistics Services of Saudi Arabia Target entity description: 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.
-
A.
Ministry of Transportation and Telecommunications (Bahrain)
The Ministry of Transportation and Telecommunications (Bahrain) is the Bahraini government ministry responsible for regulating and developing the country’s transport infrastructure and telecommunications sector.
-
B.
Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
-
C.
Ministry of Economy and Planning of Saudi Arabia
The Ministry of Economy and Planning of Saudi Arabia is the government body responsible for national economic planning and development, playing a central role in shaping and coordinating the Kingdom’s long-term transformation agenda.
-
D.
Ministry of Transport, Communications and Information Technology (Oman)
The Ministry of Transport, Communications and Information Technology (Oman) is the Omani government body responsible for national policies, regulation, and development of the country’s transport infrastructure, telecommunications, and digital technologies.
-
E.
General Authority of Civil Aviation of Saudi Arabia
The General Authority of Civil Aviation of Saudi Arabia is the national regulatory body responsible for overseeing and managing the kingdom’s civil aviation sector, including airports, air navigation, and airline operations.
- 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_69ca83db7448819090d0a5de842ef2ac |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca57286a88190b256d2461c5c0aed |
completed | April 1, 2026, 4:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d01842c12c81909fdb57b60e2f11f1 |
completed | April 3, 2026, 7:42 p.m. |
| NEDg | Description generation | batch_69d0196766248190aebda80cbd7d1eef |
completed | April 3, 2026, 7:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d019d76d2481909118b163ce5713f2 |
completed | April 3, 2026, 7:49 p.m. |
Created at: March 30, 2026, 7:16 p.m.