Triple

T20728972
Position Surface form Disambiguated ID Type / Status
Subject Motor Vehicles Act, 1988 E509515 entity
Predicate establishes P986 FINISHED
Object State Transport Authorities
State Transport Authorities are government bodies in Indian states responsible for regulating and overseeing road transport services, including permits, fares, and compliance with motor vehicle laws.
E1447441 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: State Transport Authorities | Statement: [Motor Vehicles Act, 1988, establishes, State Transport Authorities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Transport Authorities
Context triple: [Motor Vehicles Act, 1988, establishes, State Transport Authorities]
  • A. State Transport Authority
    The State Transport Authority was a former South Australian government agency responsible for operating and managing much of the state's public transport, including rail services.
  • B. state departments of transportation
    State departments of transportation are U.S. state-level government agencies responsible for planning, building, and maintaining public transportation infrastructure such as highways, roads, and bridges.
  • C. Transportation Bureau
    The Transportation Bureau is a specialized division of the New York City Police Department responsible for traffic management, highway and bridge patrol, and enforcement of transportation-related laws throughout the city.
  • D. Roads and Traffic Authority
    The Roads and Traffic Authority was a former New South Wales government agency responsible for managing roads, traffic regulation, and driver and vehicle licensing before its functions were absorbed into Transport for NSW.
  • E. District Department of Transportation
    The District Department of Transportation is the local government agency responsible for planning, constructing, and maintaining Washington, D.C.’s transportation infrastructure, including its roads, bridges, and public space.
  • 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: State Transport Authorities
Triple: [Motor Vehicles Act, 1988, establishes, State Transport Authorities]
Generated description
State Transport Authorities are government bodies in Indian states responsible for regulating and overseeing road transport services, including permits, fares, and compliance with motor vehicle laws.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Transport Authorities
Target entity description: State Transport Authorities are government bodies in Indian states responsible for regulating and overseeing road transport services, including permits, fares, and compliance with motor vehicle laws.
  • A. State Transport Authority
    The State Transport Authority was a former South Australian government agency responsible for operating and managing much of the state's public transport, including rail services.
  • B. state departments of transportation
    State departments of transportation are U.S. state-level government agencies responsible for planning, building, and maintaining public transportation infrastructure such as highways, roads, and bridges.
  • C. Transportation Bureau
    The Transportation Bureau is a specialized division of the New York City Police Department responsible for traffic management, highway and bridge patrol, and enforcement of transportation-related laws throughout the city.
  • D. Roads and Traffic Authority
    The Roads and Traffic Authority was a former New South Wales government agency responsible for managing roads, traffic regulation, and driver and vehicle licensing before its functions were absorbed into Transport for NSW.
  • E. District Department of Transportation
    The District Department of Transportation is the local government agency responsible for planning, constructing, and maintaining Washington, D.C.’s transportation infrastructure, including its roads, bridges, and public space.
  • 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_6a08e05db8ac8190bd2e7ca0d184a426 completed May 16, 2026, 9:23 p.m.
NEDg Description generation batch_6a08e15d93ec8190bbe859fb42a4a5ac completed May 16, 2026, 9:27 p.m.
NED2 Entity disambiguation (via description) batch_6a08e25d8cb08190ba75b792aac192ab completed May 16, 2026, 9:32 p.m.
Created at: April 16, 2026, 12:30 p.m.