Triple

T23342129
Position Surface form Disambiguated ID Type / Status
Subject Saudi national road network E591761 entity
Predicate linkedTo P37 FINISHED
Object Gulf Cooperation Council road network — 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: Gulf Cooperation Council road network | Statement: [Saudi national road network, linkedTo, Gulf Cooperation Council road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gulf Cooperation Council road network
Context triple: [Saudi national road network, linkedTo, Gulf Cooperation Council road network]
  • A. Gulf Cooperation Council railway network chosen
    The Gulf Cooperation Council railway network is a planned regional rail system intended to link the six GCC member states with a unified freight and passenger corridor across the Arabian Peninsula.
  • B. Saudi national road network
    The Saudi national road network is an extensive system of highways and roads that links cities, industrial hubs, ports, and remote regions across Saudi Arabia, supporting both domestic travel and commercial transport.
  • C. Medina–Yanbu highway
    The Medina–Yanbu highway is a major roadway in western Saudi Arabia that links the inland holy city of Medina with the Red Sea port city of Yanbu, facilitating regional travel and trade.
  • D. Medina–Jeddah highway
    The Medina–Jeddah highway is a major road in western Saudi Arabia that connects the holy city of Medina with the Red Sea port city of Jeddah, serving as a key route for pilgrims and regional travel.
  • E. UAE national road network
    The UAE national road network is an extensive system of modern highways and arterial roads that links all seven emirates, major cities, ports, and border crossings across the United Arab Emirates.
  • 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.