Triple

T7125052
Position Surface form Disambiguated ID Type / Status
Subject Assam Transport Department E166037 entity
Predicate hasSubAgency P747 FINISHED
Object District Transport Offices in Assam
District Transport Offices in Assam are local government agencies responsible for vehicle registration, driver licensing, and enforcement of transport regulations across the districts of the Indian state of Assam.
E166037 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: District Transport Offices in Assam | Statement: [Assam Transport Department, hasSubAgency, District Transport Offices in Assam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: District Transport Offices in Assam
Context triple: [Assam Transport Department, hasSubAgency, District Transport Offices in Assam]
  • A. Assam Transport Department
    The Assam Transport Department is the state government agency responsible for regulating and overseeing road transport, vehicle registration, and traffic administration in Assam, India.
  • B. 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.
  • C. Public Works Department, Government of Assam
    The Public Works Department, Government of Assam is the state agency responsible for planning, constructing, and maintaining public infrastructure such as roads, bridges, and government buildings across Assam.
  • D. Finance Department, Government of Assam
    The Finance Department of the Government of Assam is the state’s key administrative body responsible for managing public finances, including budgeting, expenditure control, revenue administration, and overall fiscal policy.
  • E. Transport Department, Government of West Bengal
    The Transport Department, Government of West Bengal is the state government agency responsible for formulating and implementing transport policies, regulating public and private transport services, and overseeing road and transport infrastructure within West Bengal, 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: District Transport Offices in Assam
Triple: [Assam Transport Department, hasSubAgency, District Transport Offices in Assam]
Generated description
District Transport Offices in Assam are local government agencies responsible for vehicle registration, driver licensing, and enforcement of transport regulations across the districts of the Indian state of Assam.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: District Transport Offices in Assam
Target entity description: District Transport Offices in Assam are local government agencies responsible for vehicle registration, driver licensing, and enforcement of transport regulations across the districts of the Indian state of Assam.
  • A. Assam Transport Department chosen
    The Assam Transport Department is the state government agency responsible for regulating and overseeing road transport, vehicle registration, and traffic administration in Assam, India.
  • B. 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.
  • C. Public Works Department, Government of Assam
    The Public Works Department, Government of Assam is the state agency responsible for planning, constructing, and maintaining public infrastructure such as roads, bridges, and government buildings across Assam.
  • D. Finance Department, Government of Assam
    The Finance Department of the Government of Assam is the state’s key administrative body responsible for managing public finances, including budgeting, expenditure control, revenue administration, and overall fiscal policy.
  • E. Transport Department, Government of West Bengal
    The Transport Department, Government of West Bengal is the state government agency responsible for formulating and implementing transport policies, regulating public and private transport services, and overseeing road and transport infrastructure within West Bengal, India.
  • F. None of above.

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_69c6888350588190870cd552b427a1cd completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e64c0f688190a9b7482d86c2f033 completed March 27, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ad899dc081908808dc60015fd19e completed March 28, 2026, 10:29 a.m.
NEDg Description generation batch_69c7ae27c7c88190b456c9a5bf439370 completed March 28, 2026, 10:32 a.m.
NED2 Entity disambiguation (via description) batch_69c7aeb68c3481909c6dff8ee51349ab completed March 28, 2026, 10:34 a.m.
Created at: March 27, 2026, 2:44 p.m.