Triple
T21647124
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | General Directorate of Traffic (Saudi Arabia) |
E534248
|
entity |
| Predicate | cooperatesWith |
P435
|
FINISHED |
| Object | Ministry of Transport and Logistic Services (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 (Saudi Arabia) | Statement: [General Directorate of Traffic (Saudi Arabia), cooperatesWith, Ministry of Transport and Logistic Services (Saudi Arabia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Transport and Logistic Services (Saudi Arabia) Context triple: [General Directorate of Traffic (Saudi Arabia), cooperatesWith, Ministry of Transport and Logistic Services (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 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.
-
C.
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.
-
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 Transport and Logistics of Morocco
The Ministry of Transport and Logistics of Morocco is the Moroccan government department responsible for national policies, regulation, and strategic planning in transportation and logistics sectors, including road, rail, air, and maritime infrastructure.
- 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_69e0c466aec88190ba39c7543dbc8ba2 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef591194dc8190a57b28eaddeceff5 |
completed | April 27, 2026, 12:39 p.m. |
Created at: April 16, 2026, 6:35 p.m.