Triple

T15304386
Position Surface form Disambiguated ID Type / Status
Subject نول E365859 entity
Predicate تُشحن عبر P21813 FINISHED
Object مكاتب خدمة المتعاملين لهيئة الطرق والمواصلات
مكاتب خدمة المتعاملين لهيئة الطرق والمواصلات هي مراكز تابعة لهيئة الطرق والمواصلات في دبي تُقدّم خدمات متنوعة للجمهور تتعلق بالمواصلات العامة والتراخيص والدفع والشحن وغيرها من المعاملات.
E1150576 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: مكاتب خدمة المتعاملين لهيئة الطرق والمواصلات | Statement: [نول, تُشحن عبر, مكاتب خدمة المتعاملين لهيئة الطرق والمواصلات]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: مكاتب خدمة المتعاملين لهيئة الطرق والمواصلات
Context triple: [نول, تُشحن عبر, مكاتب خدمة المتعاملين لهيئة الطرق والمواصلات]
  • A. Transportation Bureau
    The Transportation Bureau is a specialized division of the New York City Police Department responsible for traffic management, highway and bridge patrol, and enforcement of transportation-related laws throughout the city.
  • B. Office of Public Affairs of the Department of Transportation
    The Office of Public Affairs of the Department of Transportation is the communications arm of the U.S. Department of Transportation, responsible for managing media relations, public information, and messaging on the department’s policies and initiatives.
  • C. Directorate General of Highways, MOTC
    The Directorate General of Highways, MOTC is Taiwan’s national road authority under the Ministry of Transportation and Communications, responsible for planning, constructing, and maintaining the country’s highway network.
  • D. Office of the Executive Secretariat of the Department of Transportation
    The Office of the Executive Secretariat of the Department of Transportation is an internal administrative office that manages the flow, coordination, and tracking of official documents, correspondence, and decision-making materials for the Secretary and senior leadership of the U.S. Department of Transportation.
  • E. Verkehrsministerium
    Das Verkehrsministerium ist ein staatliches Ressort, das für die Planung, Regulierung und Organisation des Verkehrs- und Transportwesens eines Landes oder einer Region zuständig ist.
  • 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: مكاتب خدمة المتعاملين لهيئة الطرق والمواصلات
Triple: [نول, تُشحن عبر, مكاتب خدمة المتعاملين لهيئة الطرق والمواصلات]
Generated description
مكاتب خدمة المتعاملين لهيئة الطرق والمواصلات هي مراكز تابعة لهيئة الطرق والمواصلات في دبي تُقدّم خدمات متنوعة للجمهور تتعلق بالمواصلات العامة والتراخيص والدفع والشحن وغيرها من المعاملات.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: مكاتب خدمة المتعاملين لهيئة الطرق والمواصلات
Target entity description: مكاتب خدمة المتعاملين لهيئة الطرق والمواصلات هي مراكز تابعة لهيئة الطرق والمواصلات في دبي تُقدّم خدمات متنوعة للجمهور تتعلق بالمواصلات العامة والتراخيص والدفع والشحن وغيرها من المعاملات.
  • A. Transportation Bureau
    The Transportation Bureau is a specialized division of the New York City Police Department responsible for traffic management, highway and bridge patrol, and enforcement of transportation-related laws throughout the city.
  • B. Office of Public Affairs of the Department of Transportation
    The Office of Public Affairs of the Department of Transportation is the communications arm of the U.S. Department of Transportation, responsible for managing media relations, public information, and messaging on the department’s policies and initiatives.
  • C. Directorate General of Highways, MOTC
    The Directorate General of Highways, MOTC is Taiwan’s national road authority under the Ministry of Transportation and Communications, responsible for planning, constructing, and maintaining the country’s highway network.
  • D. Office of the Executive Secretariat of the Department of Transportation
    The Office of the Executive Secretariat of the Department of Transportation is an internal administrative office that manages the flow, coordination, and tracking of official documents, correspondence, and decision-making materials for the Secretary and senior leadership of the U.S. Department of Transportation.
  • E. Verkehrsministerium
    Das Verkehrsministerium ist ein staatliches Ressort, das für die Planung, Regulierung und Organisation des Verkehrs- und Transportwesens eines Landes oder einer Region zuständig ist.
  • 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_69d85a113ee881908e297a1d38dd79fa completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03ccef14c819099c5ebe962e7f867 completed April 16, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef89d961481909be8dcc2864982c9 completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefa339f988190b470e052c853e4f8 completed May 9, 2026, 9:11 a.m.
NED2 Entity disambiguation (via description) batch_69fefac48df08190ad58e9d455546a57 completed May 9, 2026, 9:13 a.m.
Created at: April 10, 2026, 3:15 a.m.