Triple

T9269823
Position Surface form Disambiguated ID Type / Status
Subject Saudi Railways Organization E222795 entity
Predicate parentOrganization P254 FINISHED
Object Ministry of Transport of Saudi Arabia E777212 NE FINISHED

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 of Saudi Arabia | Statement: [Saudi Railways Organization, parentOrganization, Ministry of Transport of Saudi Arabia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ministry of Transport of Saudi Arabia
Context triple: [Saudi Railways Organization, parentOrganization, Ministry of Transport 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 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. 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.
  • D. 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.
  • E. Ministry of Transport of Iraq
    The Ministry of Transport of Iraq is the national government body responsible for overseeing and regulating the country’s transportation infrastructure and services, including road, rail, air, and maritime sectors.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca841ffe208190aa7bcffbef2f8379 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd078525308190abfb883123742d3f completed April 1, 2026, 11:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69d09c2239a08190b954c8c57ced8fd2 completed April 4, 2026, 5:05 a.m.
Created at: March 30, 2026, 7:33 p.m.