Triple

T7125005
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Road Transport and Highways, Government of India E166036 entity
Predicate implementsProgram P24641 FINISHED
Object National Register of Driving Licences (Sarathi)
The National Register of Driving Licences (Sarathi) is India’s centralized digital database and online platform for issuing, managing, and verifying driving licences across all states and union territories.
E644077 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: National Register of Driving Licences (Sarathi) | Statement: [Ministry of Road Transport and Highways, Government of India, implementsProgram, National Register of Driving Licences (Sarathi)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Register of Driving Licences (Sarathi)
Context triple: [Ministry of Road Transport and Highways, Government of India, implementsProgram, National Register of Driving Licences (Sarathi)]
  • A. Passport Seva
    Passport Seva is the Indian government's centralized online and in-person service platform for managing passport applications, renewals, and related citizen services.
  • B. Indian vehicle registration plate system
    The Indian vehicle registration plate system is the nationwide scheme that assigns standardized alphanumeric codes to motor vehicles, indicating their state, regional transport office, and unique identity.
  • C. Licensing and Registration Service
    The Licensing and Registration Service is a division of Maryland’s Department of Natural Resources that manages licenses, permits, and registrations related to the state’s natural resources and outdoor activities.
  • D. National Population Register operations
    National Population Register operations comprise the nationwide processes of collecting, verifying, and maintaining demographic and biometric data on Indian residents to create a comprehensive population database.
  • E. INS Circars
    INS Circars is an Indian Navy shore establishment under the Eastern Naval Command, serving as a key support and administrative base on the east coast of 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: National Register of Driving Licences (Sarathi)
Triple: [Ministry of Road Transport and Highways, Government of India, implementsProgram, National Register of Driving Licences (Sarathi)]
Generated description
The National Register of Driving Licences (Sarathi) is India’s centralized digital database and online platform for issuing, managing, and verifying driving licences across all states and union territories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Register of Driving Licences (Sarathi)
Target entity description: The National Register of Driving Licences (Sarathi) is India’s centralized digital database and online platform for issuing, managing, and verifying driving licences across all states and union territories.
  • A. Passport Seva
    Passport Seva is the Indian government's centralized online and in-person service platform for managing passport applications, renewals, and related citizen services.
  • B. Indian vehicle registration plate system
    The Indian vehicle registration plate system is the nationwide scheme that assigns standardized alphanumeric codes to motor vehicles, indicating their state, regional transport office, and unique identity.
  • C. Licensing and Registration Service
    The Licensing and Registration Service is a division of Maryland’s Department of Natural Resources that manages licenses, permits, and registrations related to the state’s natural resources and outdoor activities.
  • D. National Population Register operations
    National Population Register operations comprise the nationwide processes of collecting, verifying, and maintaining demographic and biometric data on Indian residents to create a comprehensive population database.
  • E. INS Circars
    INS Circars is an Indian Navy shore establishment under the Eastern Naval Command, serving as a key support and administrative base on the east coast of 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_69c6888350588190870cd552b427a1cd completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e64c0f688190a9b7482d86c2f033 completed March 27, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7a331ff988190886bde89035623c0 completed March 28, 2026, 9:45 a.m.
NEDg Description generation batch_69c7a46d95b88190bbadf3e8d1788489 completed March 28, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_69c7a52e6a1c8190bf45e0aa7a920baf completed March 28, 2026, 9:53 a.m.
Created at: March 27, 2026, 2:44 p.m.