Triple

T19102330
Position Surface form Disambiguated ID Type / Status
Subject PB-05 E467563 entity
Predicate jurisdiction P82 FINISHED
Object Ferozepur Regional Transport Office — NE NERFINISHED

How this triple was built (3 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: Ferozepur Regional Transport Office | Statement: [PB-05, jurisdiction, Ferozepur Regional Transport Office]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ferozepur Regional Transport Office
Context triple: [PB-05, jurisdiction, Ferozepur Regional Transport Office]
  • A. Punjab Transport Department
    The Punjab Transport Department is the provincial government body in Pakistan responsible for regulating, planning, and overseeing transportation services and infrastructure within Punjab.
  • B. Ferozepur Municipal Council
    Ferozepur Municipal Council is the local self-governing urban body responsible for civic administration and infrastructure in the city of Ferozepur, Punjab, India.
  • C. Punjab Mass Transit Authority
    The Punjab Mass Transit Authority is a government agency in Pakistan responsible for planning, operating, and regulating large-scale urban public transport systems such as bus rapid transit networks.
  • D. Regional Transport Office Amritsar
    Regional Transport Office Amritsar is the government authority in Amritsar responsible for vehicle registration, driver licensing, and enforcement of transport regulations in its region.
  • E. Regional Transport Office Nadiad
    Regional Transport Office Nadiad is a government motor vehicle and driver licensing authority serving the Nadiad region in the Indian state of Gujarat.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ferozepur Regional Transport Office
Target entity description: The Ferozepur Regional Transport Office is a government authority in Punjab, India responsible for vehicle registration, driver licensing, and enforcement of transport regulations in the Ferozepur region.
  • A. Punjab Transport Department
    The Punjab Transport Department is the provincial government body in Pakistan responsible for regulating, planning, and overseeing transportation services and infrastructure within Punjab.
  • B. Ferozepur Municipal Council
    Ferozepur Municipal Council is the local self-governing urban body responsible for civic administration and infrastructure in the city of Ferozepur, Punjab, India.
  • C. Punjab Mass Transit Authority
    The Punjab Mass Transit Authority is a government agency in Pakistan responsible for planning, operating, and regulating large-scale urban public transport systems such as bus rapid transit networks.
  • D. Regional Transport Office Amritsar
    Regional Transport Office Amritsar is the government authority in Amritsar responsible for vehicle registration, driver licensing, and enforcement of transport regulations in its region.
  • E. Regional Transport Office Nadiad
    Regional Transport Office Nadiad is a government motor vehicle and driver licensing authority serving the Nadiad region in the Indian state of Gujarat.
  • F. None of above. chosen

Provenance (2 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_69d8dd05ac4c8190b1967d8f97f3fb2f completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e36e9bfc8190bbaccab169394d99 completed April 20, 2026, 8:27 a.m.
Created at: April 10, 2026, 12:04 p.m.