Triple

T5486248
Position Surface form Disambiguated ID Type / Status
Subject GJ-3 E123587 entity
Predicate usedByAuthority P38756 FINISHED
Object Transport Department of Gujarat
The Transport Department of Gujarat is the state government agency responsible for regulating road transport, vehicle registration, and driver licensing across Gujarat, India.
E522741 NE FINISHED

How this triple was built (5 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 of Gujarat | Statement: [GJ-3, usedByAuthority, Transport Department of Gujarat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transport Department of Gujarat
Context triple: [GJ-3, usedByAuthority, Transport Department of Gujarat]
  • A. Secretariat of Gujarat
    The Secretariat of Gujarat is the principal administrative headquarters of the Government of Gujarat, housing key state government offices and decision-making departments.
  • B. Government of Gujarat
    The Government of Gujarat is the state-level governing authority of the Indian state of Gujarat, responsible for administration, lawmaking, and public policy across the region.
  • C. Gujarat Metro Rail Corporation Limited
    Gujarat Metro Rail Corporation Limited is a state-owned company responsible for developing, operating, and maintaining metro rail systems in Gujarat, India.
  • D. 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.
  • E. 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.
  • 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 of Gujarat
Triple: [GJ-3, usedByAuthority, Transport Department of Gujarat]
Generated description
The Transport Department of Gujarat is the state government agency responsible for regulating road transport, vehicle registration, and driver licensing across Gujarat, India.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transport Department of Gujarat
Target entity description: The Transport Department of Gujarat is the state government agency responsible for regulating road transport, vehicle registration, and driver licensing across Gujarat, India.
  • A. Secretariat of Gujarat
    The Secretariat of Gujarat is the principal administrative headquarters of the Government of Gujarat, housing key state government offices and decision-making departments.
  • B. Government of Gujarat
    The Government of Gujarat is the state-level governing authority of the Indian state of Gujarat, responsible for administration, lawmaking, and public policy across the region.
  • C. Gujarat Metro Rail Corporation Limited
    Gujarat Metro Rail Corporation Limited is a state-owned company responsible for developing, operating, and maintaining metro rail systems in Gujarat, India.
  • D. 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.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usedByAuthority
Context triple: [GJ-3, usedByAuthority, Transport Department of Gujarat]
  • A. usesAuthorityOf
    Indicates that one entity exercises power, rights, or influence derived from or on behalf of another entity’s authority.
  • B. usedByAgency chosen
    Indicates that something (such as a resource, tool, or service) is utilized or employed by an agency.
  • C. hasLegalAuthorityFrom
    Indicates that one entity possesses formal legal power, rights, or authorization that originates from or is granted by another entity.
  • D. usedToAuthorize
    Indicates that something serves as the basis or instrument for granting permission, approval, or official power to perform an action.
  • E. authorizedByAct
    Indicates that something (such as an action, decision, or status) is permitted or validated under the authority of a specific formal act or piece of legislation.
  • F. None of above.

Provenance (6 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_69bd464a2d908190869324ce176779c8 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd93e5d0f08190a6cc9fc408b7c5bb completed March 20, 2026, 6:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf48a773f48190b9928a96ae2c17f8 completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf49ae98dc81909d410d886163a98d completed March 22, 2026, 1:45 a.m.
NED2 Entity disambiguation (via description) batch_69bf4a373d8881908bb704eafb50b5b9 completed March 22, 2026, 1:47 a.m.
PD Predicate disambiguation batch_69bd91a73b148190a865243536a4fe76 completed March 20, 2026, 6:27 p.m.
Created at: March 20, 2026, 2:10 p.m.