Triple
T23342124
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saudi national road network |
E591761
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object | Ministry of Transport and Logistic Services of Saudi Arabia |
—
|
NE NERFINISHED |
How this triple was built (2 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 Logistic Services of Saudi Arabia | Statement: [Saudi national road network, maintainedBy, Ministry of Transport and Logistic Services of Saudi Arabia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Transport and Logistic Services of Saudi Arabia Context triple: [Saudi national road network, maintainedBy, Ministry of Transport and Logistic Services of Saudi Arabia]
-
A.
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.
-
B.
Ministry of Transport of Qatar
The Ministry of Transport of Qatar is the government authority responsible for planning, regulating, and overseeing the country’s transportation and maritime infrastructure, including ports, roads, and public transit systems.
-
C.
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.
-
D.
Ministry of Transport (Jordan)
The Ministry of Transport (Jordan) is the national government body responsible for planning, regulating, and overseeing Jordan’s transportation systems and infrastructure, including roads, public transit, aviation, and maritime sectors.
-
E.
Ministry of Infrastructure and Transport
The Ministry of Infrastructure and Transport is the Italian government department responsible for national transport systems and major public infrastructure planning, regulation, and development.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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.