Triple

T4762733
Position Surface form Disambiguated ID Type / Status
Subject MH E105733 entity
Predicate governingAuthority P46 FINISHED
Object Transport Department, Government of Maharashtra
The Transport Department, Government of Maharashtra is the state-level authority responsible for formulating and enforcing transport policies, vehicle registration, and road safety regulations across Maharashtra.
E466987 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: Transport Department, Government of Maharashtra | Statement: [MH, governingAuthority, Transport Department, Government of Maharashtra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transport Department, Government of Maharashtra
Context triple: [MH, governingAuthority, Transport Department, Government of Maharashtra]
  • A. Department of Transport, Uttar Pradesh
    The Department of Transport, Uttar Pradesh is the state government agency responsible for formulating and implementing transport policies, regulating road transport services, and overseeing vehicle registration and licensing across Uttar Pradesh.
  • B. Transport Department of Andhra Pradesh
    The Transport Department of Andhra Pradesh is the state government agency responsible for regulating road transport, vehicle registration, and driver licensing across Andhra Pradesh.
  • C. Government of Maharashtra
    The Government of Maharashtra is the state-level governing authority of Maharashtra, India, responsible for administration, lawmaking, and management of public resources and institutions within the state.
  • D. State Transport Department, Haryana
    The State Transport Department, Haryana is the government agency responsible for regulating and managing road transport services, vehicle registration, and driver licensing across the Indian state of Haryana.
  • E. Transport Department of Himachal Pradesh
    The Transport Department of Himachal Pradesh is the state government authority responsible for regulating road transport, vehicle registration, and enforcement of motor vehicle laws across Himachal Pradesh, 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: Transport Department, Government of Maharashtra
Triple: [MH, governingAuthority, Transport Department, Government of Maharashtra]
Generated description
The Transport Department, Government of Maharashtra is the state-level authority responsible for formulating and enforcing transport policies, vehicle registration, and road safety regulations across Maharashtra.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transport Department, Government of Maharashtra
Target entity description: The Transport Department, Government of Maharashtra is the state-level authority responsible for formulating and enforcing transport policies, vehicle registration, and road safety regulations across Maharashtra.
  • A. Department of Transport, Uttar Pradesh
    The Department of Transport, Uttar Pradesh is the state government agency responsible for formulating and implementing transport policies, regulating road transport services, and overseeing vehicle registration and licensing across Uttar Pradesh.
  • B. Transport Department of Andhra Pradesh
    The Transport Department of Andhra Pradesh is the state government agency responsible for regulating road transport, vehicle registration, and driver licensing across Andhra Pradesh.
  • C. Government of Maharashtra
    The Government of Maharashtra is the state-level governing authority of Maharashtra, India, responsible for administration, lawmaking, and management of public resources and institutions within the state.
  • D. State Transport Department, Haryana
    The State Transport Department, Haryana is the government agency responsible for regulating and managing road transport services, vehicle registration, and driver licensing across the Indian state of Haryana.
  • E. Transport Department of Himachal Pradesh
    The Transport Department of Himachal Pradesh is the state government authority responsible for regulating road transport, vehicle registration, and enforcement of motor vehicle laws across Himachal Pradesh, 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_69bd43f14cac819081c7c69803648211 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd651091cc81909b835439c85e842f completed March 20, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69be3a81c9dc8190b9e7f399ac1de268 completed March 21, 2026, 6:28 a.m.
NEDg Description generation batch_69be3b4791008190ba3f3f6e7698146f completed March 21, 2026, 6:31 a.m.
NED2 Entity disambiguation (via description) batch_69be3bbe432081909bf134e1be799b58 completed March 21, 2026, 6:33 a.m.
Created at: March 20, 2026, 1:20 p.m.