Triple

T16533303
Position Surface form Disambiguated ID Type / Status
Subject Maryland Transportation Article E401620 entity
Predicate hasPart P35 FINISHED
Object Title 21 – Vehicle Laws – Rules of the Road
Title 21 – Vehicle Laws – Rules of the Road is a section of Maryland’s transportation law that sets out the primary traffic regulations governing the operation of vehicles on public roads in the state.
E1217627 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: Title 21 – Vehicle Laws – Rules of the Road | Statement: [Maryland Transportation Article, hasPart, Title 21 – Vehicle Laws – Rules of the Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title 21 – Vehicle Laws – Rules of the Road
Context triple: [Maryland Transportation Article, hasPart, Title 21 – Vehicle Laws – Rules of the Road]
  • A. Central Motor Vehicles Rules
    The Central Motor Vehicles Rules are a set of nationwide regulations in India that govern vehicle standards, driver licensing, road safety, and related motor transport procedures under the Motor Vehicles Act.
  • B. Road Rules
    Road Rules is an MTV reality television series that follows young adults traveling together in an RV and completing missions and challenges across various locations.
  • C. 49 U.S.C. Chapter 301 (Motor Vehicle Safety)
    49 U.S.C. Chapter 301 (Motor Vehicle Safety) is the section of the United States Code that establishes the federal regulatory framework for motor vehicle safety standards, defect investigations, and recalls to protect the public from unreasonable risk of accidents and injuries.
  • D. New York Vehicle and Traffic Law
    The New York Vehicle and Traffic Law is the body of state legislation that regulates the registration, operation, and conduct of motor vehicles and road users within New York.
  • E. Motor Vehicles Act, 1988 (India)
    The Motor Vehicles Act, 1988 (India) is the primary legislation governing the licensing, registration, operation, and safety standards of motor vehicles and road traffic across India.
  • 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: Title 21 – Vehicle Laws – Rules of the Road
Triple: [Maryland Transportation Article, hasPart, Title 21 – Vehicle Laws – Rules of the Road]
Generated description
Title 21 – Vehicle Laws – Rules of the Road is a section of Maryland’s transportation law that sets out the primary traffic regulations governing the operation of vehicles on public roads in the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title 21 – Vehicle Laws – Rules of the Road
Target entity description: Title 21 – Vehicle Laws – Rules of the Road is a section of Maryland’s transportation law that sets out the primary traffic regulations governing the operation of vehicles on public roads in the state.
  • A. Central Motor Vehicles Rules
    The Central Motor Vehicles Rules are a set of nationwide regulations in India that govern vehicle standards, driver licensing, road safety, and related motor transport procedures under the Motor Vehicles Act.
  • B. Road Rules
    Road Rules is an MTV reality television series that follows young adults traveling together in an RV and completing missions and challenges across various locations.
  • C. 49 U.S.C. Chapter 301 (Motor Vehicle Safety)
    49 U.S.C. Chapter 301 (Motor Vehicle Safety) is the section of the United States Code that establishes the federal regulatory framework for motor vehicle safety standards, defect investigations, and recalls to protect the public from unreasonable risk of accidents and injuries.
  • D. New York Vehicle and Traffic Law
    The New York Vehicle and Traffic Law is the body of state legislation that regulates the registration, operation, and conduct of motor vehicles and road users within New York.
  • E. Motor Vehicles Act, 1988 (India)
    The Motor Vehicles Act, 1988 (India) is the primary legislation governing the licensing, registration, operation, and safety standards of motor vehicles and road traffic across India.
  • 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_69d883838abc8190bc79cb2d41733ce2 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32ed97b0881909de106418aca8180 completed April 18, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006093244081909ae74674de966d6d completed May 10, 2026, 10:40 a.m.
NEDg Description generation batch_6a00615d3edc81909f0eb3e6210d00ee completed May 10, 2026, 10:43 a.m.
NED2 Entity disambiguation (via description) batch_6a0062128a388190beb52fa173ed7826 completed May 10, 2026, 10:46 a.m.
Created at: April 10, 2026, 5:15 a.m.