Triple

T10925009
Position Surface form Disambiguated ID Type / Status
Subject TS E258041 entity
Predicate associatedWith P37 FINISHED
Object Regional Transport Offices in Telangana
Regional Transport Offices in Telangana are government agencies responsible for vehicle registration, driver licensing, and enforcement of transport regulations across the Indian state of Telangana.
E894112 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 Telangana | Statement: [TS, associatedWith, Regional Transport Offices in Telangana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Regional Transport Offices in Telangana
Context triple: [TS, associatedWith, Regional Transport Offices in Telangana]
  • A. 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.
  • 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 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.
  • D. 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.
  • E. Finance Department of Telangana
    The Finance Department of Telangana is the state government body responsible for managing public finances, including fiscal policy, expenditure control, and overall financial administration.
  • 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 Telangana
Triple: [TS, associatedWith, Regional Transport Offices in Telangana]
Generated description
Regional Transport Offices in Telangana are government agencies responsible for vehicle registration, driver licensing, and enforcement of transport regulations across the Indian state of Telangana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Regional Transport Offices in Telangana
Target entity description: Regional Transport Offices in Telangana are government agencies responsible for vehicle registration, driver licensing, and enforcement of transport regulations across the Indian state of Telangana.
  • A. 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.
  • 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 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.
  • D. 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.
  • E. Finance Department of Telangana
    The Finance Department of Telangana is the state government body responsible for managing public finances, including fiscal policy, expenditure control, and overall financial administration.
  • 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7708f7ab48190b60a4bb8fdb17c8e completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e217369b648190914c58db6f6e0200 completed April 17, 2026, 11:19 a.m.
NEDg Description generation batch_69e21d8a2e6881909b33cbe4ab919315 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21eaa1e9881909f3b276e0ff0c511 completed April 17, 2026, 11:51 a.m.
Created at: April 8, 2026, 9:22 p.m.