Triple

T21211939
Position Surface form Disambiguated ID Type / Status
Subject Transport Department of Gujarat E522741 entity
Predicate oversees P46 FINISHED
Object Regional Transport Offices in Gujarat
Regional Transport Offices in Gujarat are government-run agencies responsible for vehicle registration, driver licensing, and enforcement of transport regulations across the state.
E1472516 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: Regional Transport Offices in Gujarat | Statement: [Transport Department of Gujarat, oversees, Regional Transport Offices in Gujarat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Regional Transport Offices in Gujarat
Context triple: [Transport Department of Gujarat, oversees, Regional Transport Offices in Gujarat]
  • A. Regional Transport Offices in Uttar Pradesh
    Regional Transport Offices in Uttar Pradesh are government-run regional agencies responsible for vehicle registration, driver licensing, and enforcement of transport regulations across the state.
  • B. Regional Transport Offices in Kerala
    Regional Transport Offices in Kerala are state government agencies responsible for vehicle registration, driver licensing, and enforcement of motor vehicle regulations across the districts of Kerala.
  • C. Regional Transport Offices in Delhi
    Regional Transport Offices in Delhi are government facilities where residents handle vehicle registration, driving licenses, and other transport-related regulatory services within the city.
  • D. Regional Transport Offices in Tamil Nadu
    Regional Transport Offices in Tamil Nadu are government-run local licensing and vehicle registration authorities that handle services such as issuing driving licences, registering vehicles, and enforcing transport regulations across the state.
  • E. Regional Transport Offices in West Bengal
    Regional Transport Offices in West Bengal are government agencies responsible for vehicle registration, driver licensing, and enforcement of transport regulations throughout the Indian state of West Bengal.
  • 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: Regional Transport Offices in Gujarat
Triple: [Transport Department of Gujarat, oversees, Regional Transport Offices in Gujarat]
Generated description
Regional Transport Offices in Gujarat are government-run agencies responsible for vehicle registration, driver licensing, and enforcement of transport regulations across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Regional Transport Offices in Gujarat
Target entity description: Regional Transport Offices in Gujarat are government-run agencies responsible for vehicle registration, driver licensing, and enforcement of transport regulations across the state.
  • A. Regional Transport Offices in Uttar Pradesh
    Regional Transport Offices in Uttar Pradesh are government-run regional agencies responsible for vehicle registration, driver licensing, and enforcement of transport regulations across the state.
  • B. Regional Transport Offices in Kerala
    Regional Transport Offices in Kerala are state government agencies responsible for vehicle registration, driver licensing, and enforcement of motor vehicle regulations across the districts of Kerala.
  • C. Regional Transport Offices in Delhi
    Regional Transport Offices in Delhi are government facilities where residents handle vehicle registration, driving licenses, and other transport-related regulatory services within the city.
  • D. Regional Transport Offices in Tamil Nadu
    Regional Transport Offices in Tamil Nadu are government-run local licensing and vehicle registration authorities that handle services such as issuing driving licences, registering vehicles, and enforcing transport regulations across the state.
  • E. Regional Transport Offices in West Bengal
    Regional Transport Offices in West Bengal are government agencies responsible for vehicle registration, driver licensing, and enforcement of transport regulations throughout the Indian state of West Bengal.
  • 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_69e0b511ed84819099b449b4a111085c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7346f762c8190a9f57d9e00d94d28 completed April 21, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a097ed6e6288190a6c0a10338458117 completed May 17, 2026, 8:39 a.m.
NEDg Description generation batch_6a097ff28ed0819081cea66e9ea5eaa2 completed May 17, 2026, 8:44 a.m.
NED2 Entity disambiguation (via description) batch_6a0981477234819093bc90f3578ddccf completed May 17, 2026, 8:50 a.m.
Created at: April 16, 2026, 3:37 p.m.