Triple
T21647115
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | General Directorate of Traffic (Saudi Arabia) |
E534248
|
entity |
| Predicate | usesSystem |
P182
|
FINISHED |
| Object | Saher traffic monitoring system |
—
|
NE NERFINISHED |
How this triple was built (3 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: Saher traffic monitoring system | Statement: [General Directorate of Traffic (Saudi Arabia), usesSystem, Saher traffic monitoring system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saher traffic monitoring system Context triple: [General Directorate of Traffic (Saudi Arabia), usesSystem, Saher traffic monitoring system]
-
A.
Traficom
Traficom is Finland’s national authority responsible for regulating and overseeing transport and communications services, infrastructure, and safety.
-
B.
Samsat
Samsat is a small town and district in Turkey’s Adıyaman Province, located on the Euphrates River near the massive Atatürk Dam.
-
C.
Vehicular Security Center
The Vehicular Security Center is a secure screening and access-control facility that manages and monitors vehicle entry to the World Trade Center complex in Lower Manhattan.
-
D.
Supatracks
Supatracks is a music production entity known for creating beats and instrumentals, including work on the track "Recovery."
-
E.
Salik
Salik is Dubai’s electronic toll collection system used on major roads and bridges to manage traffic and generate road-use revenue.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saher traffic monitoring system Target entity description: The Saher traffic monitoring system is an automated, camera-based enforcement network in Saudi Arabia that detects traffic violations such as speeding and red-light running to improve road safety.
-
A.
Traficom
Traficom is Finland’s national authority responsible for regulating and overseeing transport and communications services, infrastructure, and safety.
-
B.
Samsat
Samsat is a small town and district in Turkey’s Adıyaman Province, located on the Euphrates River near the massive Atatürk Dam.
-
C.
Vehicular Security Center
The Vehicular Security Center is a secure screening and access-control facility that manages and monitors vehicle entry to the World Trade Center complex in Lower Manhattan.
-
D.
Supatracks
Supatracks is a music production entity known for creating beats and instrumentals, including work on the track "Recovery."
-
E.
Salik
Salik is Dubai’s electronic toll collection system used on major roads and bridges to manage traffic and generate road-use revenue.
- F. None of above. chosen
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.