Triple

T21647125
Position Surface form Disambiguated ID Type / Status
Subject General Directorate of Traffic (Saudi Arabia) E534248 entity
Predicate cooperatesWith P435 FINISHED
Object General Authority for Transport (Saudi Arabia) 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: General Authority for Transport (Saudi Arabia) | Statement: [General Directorate of Traffic (Saudi Arabia), cooperatesWith, General Authority for Transport (Saudi Arabia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: General Authority for Transport (Saudi Arabia)
Context triple: [General Directorate of Traffic (Saudi Arabia), cooperatesWith, General Authority for Transport (Saudi Arabia)]
  • A. 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.
  • B. General Directorate of Traffic (Saudi Arabia)
    The General Directorate of Traffic (Saudi Arabia) is the national authority responsible for regulating road traffic, enforcing traffic laws, and managing driver and vehicle services across the Kingdom.
  • C. 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.
  • 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 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.
  • 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: General Authority for Transport (Saudi Arabia)
Target entity description: The General Authority for Transport (Saudi Arabia) is a government body responsible for regulating, developing, and overseeing the Kingdom’s land, sea, and rail transport sectors to enhance safety, efficiency, and connectivity.
  • 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. General Directorate of Traffic (Saudi Arabia)
    The General Directorate of Traffic (Saudi Arabia) is the national authority responsible for regulating road traffic, enforcing traffic laws, and managing driver and vehicle services across the Kingdom.
  • C. 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.
  • 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 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.
  • F. None of above.

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.