Triple

T20728978
Position Surface form Disambiguated ID Type / Status
Subject Motor Vehicles Act, 1988 E509515 entity
Predicate amendedBy P1121 FINISHED
Object Motor Vehicles (Amendment) Act, 2019
The Motor Vehicles (Amendment) Act, 2019 is an Indian law that overhauled road transport regulations by sharply increasing traffic penalties, strengthening road safety provisions, and introducing measures like protection for Good Samaritans and regulation of cab aggregators.
E1448280 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: Motor Vehicles (Amendment) Act, 2019 | Statement: [Motor Vehicles Act, 1988, amendedBy, Motor Vehicles (Amendment) Act, 2019]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Motor Vehicles (Amendment) Act, 2019
Context triple: [Motor Vehicles Act, 1988, amendedBy, Motor Vehicles (Amendment) Act, 2019]
  • A. Motor Vehicles (Amendment) Act, 1994
    The Motor Vehicles (Amendment) Act, 1994 is an Indian law that updated and strengthened the Motor Vehicles Act, 1988, particularly in areas such as road safety, licensing, and penalties for traffic violations.
  • B. 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.
  • C. Uttar Pradesh Motor Vehicles Rules
    The Uttar Pradesh Motor Vehicles Rules are a set of state-specific regulations governing road transport, vehicle operation, and related administrative procedures within the Indian state of Uttar Pradesh.
  • D. 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.
  • E. 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.
  • 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: Motor Vehicles (Amendment) Act, 2019
Triple: [Motor Vehicles Act, 1988, amendedBy, Motor Vehicles (Amendment) Act, 2019]
Generated description
The Motor Vehicles (Amendment) Act, 2019 is an Indian law that overhauled road transport regulations by sharply increasing traffic penalties, strengthening road safety provisions, and introducing measures like protection for Good Samaritans and regulation of cab aggregators.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Motor Vehicles (Amendment) Act, 2019
Target entity description: The Motor Vehicles (Amendment) Act, 2019 is an Indian law that overhauled road transport regulations by sharply increasing traffic penalties, strengthening road safety provisions, and introducing measures like protection for Good Samaritans and regulation of cab aggregators.
  • A. Motor Vehicles (Amendment) Act, 1994
    The Motor Vehicles (Amendment) Act, 1994 is an Indian law that updated and strengthened the Motor Vehicles Act, 1988, particularly in areas such as road safety, licensing, and penalties for traffic violations.
  • B. 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.
  • C. Uttar Pradesh Motor Vehicles Rules
    The Uttar Pradesh Motor Vehicles Rules are a set of state-specific regulations governing road transport, vehicle operation, and related administrative procedures within the Indian state of Uttar Pradesh.
  • D. 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.
  • E. 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.
  • 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_69e0b4c4cc648190b45fda6e2b20af56 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c1eb5d44819082d9fa410e676d91 completed April 21, 2026, 12:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e832ec388190919f57968481c6d1 completed May 16, 2026, 9:57 p.m.
NEDg Description generation batch_6a08e91f9e648190a39d1ff3dc3ca040 completed May 16, 2026, 10:01 p.m.
NED2 Entity disambiguation (via description) batch_6a08e9d349e88190b3fb6b30744df6c5 completed May 16, 2026, 10:04 p.m.
Created at: April 16, 2026, 12:30 p.m.