Triple

T4388946
Position Surface form Disambiguated ID Type / Status
Subject RTA Marine Agency E99314 entity
Predicate coordinatesWith P1140 FINISHED
Object RTA Traffic and Roads Agency
The RTA Traffic and Roads Agency is a division of Dubai’s Roads and Transport Authority responsible for planning, operating, and maintaining the emirate’s road network and traffic systems.
E366901 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: RTA Traffic and Roads Agency | Statement: [RTA Marine Agency, coordinatesWith, RTA Traffic and Roads Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: RTA Traffic and Roads Agency
Context triple: [RTA Marine Agency, coordinatesWith, RTA Traffic and Roads Agency]
  • A. Roads and Transport Authority
    The Roads and Transport Authority is Dubai’s government agency responsible for planning, operating, and regulating the emirate’s public transport systems and road infrastructure.
  • B. General Directorate of Traffic
    The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
  • C. RTA
    RTA is the common abbreviation for the Regional Transportation Authority of Northeastern Illinois, the agency that oversees public transit services in the Chicago metropolitan area.
  • D. RTA
    RTA is Dubai’s Roads and Transport Authority, the government agency responsible for planning and operating the emirate’s public transportation and road systems.
  • E. General Authority for Roads, Bridges and Land Transport
    The General Authority for Roads, Bridges and Land Transport is an Egyptian governmental body responsible for planning, developing, and managing the country’s road, bridge, and land transport infrastructure.
  • 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: RTA Traffic and Roads Agency
Triple: [RTA Marine Agency, coordinatesWith, RTA Traffic and Roads Agency]
Generated description
The RTA Traffic and Roads Agency is a division of Dubai’s Roads and Transport Authority responsible for planning, operating, and maintaining the emirate’s road network and traffic systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: RTA Traffic and Roads Agency
Target entity description: The RTA Traffic and Roads Agency is a division of Dubai’s Roads and Transport Authority responsible for planning, operating, and maintaining the emirate’s road network and traffic systems.
  • A. Roads and Transport Authority
    The Roads and Transport Authority is Dubai’s government agency responsible for planning, operating, and regulating the emirate’s public transport systems and road infrastructure.
  • B. General Directorate of Traffic
    The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
  • C. RTA
    RTA is the common abbreviation for the Regional Transportation Authority of Northeastern Illinois, the agency that oversees public transit services in the Chicago metropolitan area.
  • D. RTA chosen
    RTA is Dubai’s Roads and Transport Authority, the government agency responsible for planning and operating the emirate’s public transportation and road systems.
  • E. General Authority for Roads, Bridges and Land Transport
    The General Authority for Roads, Bridges and Land Transport is an Egyptian governmental body responsible for planning, developing, and managing the country’s road, bridge, and land transport infrastructure.
  • F. None of above.

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_69b3454f739481909ff6c28331f0c0b9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35281900c8190882e9ccfa44ab86f completed March 12, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e52d63c08190bc98c090cfe0ff1c completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e5b3ba208190b6cb5e40f9e744e8 completed March 14, 2026, 10:48 p.m.
NED2 Entity disambiguation (via description) batch_69b5e62af694819086b3eddb71f591d2 completed March 14, 2026, 10:50 p.m.
Created at: March 12, 2026, 11:19 p.m.