Triple

T16533306
Position Surface form Disambiguated ID Type / Status
Subject Maryland Transportation Article E401620 entity
Predicate hasPart P35 FINISHED
Object Title 24 – Vehicle Laws – Size, Weight, and Load
Title 24 – Vehicle Laws – Size, Weight, and Load is a section of Maryland’s transportation law that regulates the physical dimensions, weight limits, and loading requirements for vehicles operating on the state’s roads.
E1217628 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 24 – Vehicle Laws – Size, Weight, and Load | Statement: [Maryland Transportation Article, hasPart, Title 24 – Vehicle Laws – Size, Weight, and Load]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title 24 – Vehicle Laws – Size, Weight, and Load
Context triple: [Maryland Transportation Article, hasPart, Title 24 – Vehicle Laws – Size, Weight, and Load]
  • A. Truck and Bus Regulation
    The Truck and Bus Regulation is a California air quality rule that requires heavy-duty trucks and buses to reduce diesel emissions by upgrading or replacing older engines to meet stricter pollution standards.
  • B. 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.
  • 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. Commercial Motor Vehicle Safety Act of 1986
    The Commercial Motor Vehicle Safety Act of 1986 is a U.S. federal law that established uniform national standards for commercial driver licensing to improve highway safety and reduce accidents involving large trucks and buses.
  • E. Title VII – Vehicles and Fuels
    Title VII – Vehicles and Fuels is a section of the Energy Policy Act of 2005 that establishes policies and programs to promote cleaner vehicles, alternative fuels, and reduced transportation-related emissions in the United States.
  • 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 24 – Vehicle Laws – Size, Weight, and Load
Triple: [Maryland Transportation Article, hasPart, Title 24 – Vehicle Laws – Size, Weight, and Load]
Generated description
Title 24 – Vehicle Laws – Size, Weight, and Load is a section of Maryland’s transportation law that regulates the physical dimensions, weight limits, and loading requirements for vehicles operating on the state’s roads.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title 24 – Vehicle Laws – Size, Weight, and Load
Target entity description: Title 24 – Vehicle Laws – Size, Weight, and Load is a section of Maryland’s transportation law that regulates the physical dimensions, weight limits, and loading requirements for vehicles operating on the state’s roads.
  • A. Truck and Bus Regulation
    The Truck and Bus Regulation is a California air quality rule that requires heavy-duty trucks and buses to reduce diesel emissions by upgrading or replacing older engines to meet stricter pollution standards.
  • B. 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.
  • 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. Commercial Motor Vehicle Safety Act of 1986
    The Commercial Motor Vehicle Safety Act of 1986 is a U.S. federal law that established uniform national standards for commercial driver licensing to improve highway safety and reduce accidents involving large trucks and buses.
  • E. Title VII – Vehicles and Fuels
    Title VII – Vehicles and Fuels is a section of the Energy Policy Act of 2005 that establishes policies and programs to promote cleaner vehicles, alternative fuels, and reduced transportation-related emissions in the United States.
  • 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.