Triple

T6429645
Position Surface form Disambiguated ID Type / Status
Subject King Fahd Industrial Port at Jubail E128146 entity
Predicate connectedTo P37 FINISHED
Object 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.
E591761 NE FINISHED

How this triple was built (4 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: Saudi national road network | Statement: [King Fahd Industrial Port at Jubail, connectedTo, Saudi national road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Saudi national road network
Context triple: [King Fahd Industrial Port at Jubail, connectedTo, Saudi national road network]
  • A. 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.
  • B. Saudi national rail network
    The Saudi national rail network is the countrywide system of passenger and freight rail lines in Saudi Arabia, integrating high-speed, intercity, and freight services to connect major cities, industrial hubs, and holy sites.
  • 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. Egyptian road network
    The Egyptian road network is the nationwide system of highways and roads that connects major cities, towns, and regions across Egypt, supporting transportation, trade, and economic activity.
  • E. Bahrain road network
    The Bahrain road network is an extensive system of highways and urban roads that links key cities, industrial areas, and ports across the island nation, supporting its transportation and economic activities.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Saudi national road network
Triple: [King Fahd Industrial Port at Jubail, connectedTo, Saudi national road network]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Saudi national road network
Target entity description: 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.
  • A. 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.
  • B. Saudi national rail network
    The Saudi national rail network is the countrywide system of passenger and freight rail lines in Saudi Arabia, integrating high-speed, intercity, and freight services to connect major cities, industrial hubs, and holy sites.
  • 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. Egyptian road network
    The Egyptian road network is the nationwide system of highways and roads that connects major cities, towns, and regions across Egypt, supporting transportation, trade, and economic activity.
  • E. Bahrain road network
    The Bahrain road network is an extensive system of highways and urban roads that links key cities, industrial areas, and ports across the island nation, supporting its transportation and economic activities.
  • F. None of above. chosen

Provenance (5 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_69c00838de888190af2eec0b80495efa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c06923b12081908a09543450b88c24 completed March 22, 2026, 10:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640e9ae8481909229bcf6d5e793d3 completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c641ff05c08190ab9526b095b038fa completed March 27, 2026, 8:38 a.m.
NED2 Entity disambiguation (via description) batch_69c642a344e48190bccb0f0d122fca4c completed March 27, 2026, 8:41 a.m.
Created at: March 22, 2026, 4:44 p.m.