Triple

T16533295
Position Surface form Disambiguated ID Type / Status
Subject Maryland Transportation Article E401620 entity
Predicate hasPart P35 FINISHED
Object Title 12 – Motor Vehicle Administration
Title 12 – Motor Vehicle Administration is the section of the Maryland Transportation Article that establishes the powers, duties, and organizational framework of the state’s Motor Vehicle Administration.
E1217625 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 12 – Motor Vehicle Administration | Statement: [Maryland Transportation Article, hasPart, Title 12 – Motor Vehicle Administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title 12 – Motor Vehicle Administration
Context triple: [Maryland Transportation Article, hasPart, Title 12 – Motor Vehicle Administration]
  • A. Division of Motor Vehicle Licensing
    The Division of Motor Vehicle Licensing is a Kentucky state government office responsible for vehicle registration, titling, and related licensing services for motorists.
  • B. Subtitle VI—Motor Vehicle and Driver Programs
    Subtitle VI—Motor Vehicle and Driver Programs is a section of Title 49 of the United States Code that establishes federal laws and regulations governing motor vehicles, driver licensing, and related safety and administrative programs in the United States.
  • C. 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.
  • D. Title 12 of the United States Code
    Title 12 of the United States Code is the portion of U.S. federal statutory law that governs banks and banking, including the legal framework for the Federal Reserve System and other financial institutions.
  • E. 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.
  • 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 12 – Motor Vehicle Administration
Triple: [Maryland Transportation Article, hasPart, Title 12 – Motor Vehicle Administration]
Generated description
Title 12 – Motor Vehicle Administration is the section of the Maryland Transportation Article that establishes the powers, duties, and organizational framework of the state’s Motor Vehicle Administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title 12 – Motor Vehicle Administration
Target entity description: Title 12 – Motor Vehicle Administration is the section of the Maryland Transportation Article that establishes the powers, duties, and organizational framework of the state’s Motor Vehicle Administration.
  • A. Division of Motor Vehicle Licensing
    The Division of Motor Vehicle Licensing is a Kentucky state government office responsible for vehicle registration, titling, and related licensing services for motorists.
  • B. Subtitle VI—Motor Vehicle and Driver Programs
    Subtitle VI—Motor Vehicle and Driver Programs is a section of Title 49 of the United States Code that establishes federal laws and regulations governing motor vehicles, driver licensing, and related safety and administrative programs in the United States.
  • C. 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.
  • D. Title 12 of the United States Code
    Title 12 of the United States Code is the portion of U.S. federal statutory law that governs banks and banking, including the legal framework for the Federal Reserve System and other financial institutions.
  • E. 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.
  • 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.