Triple

T5300779

Position	Surface form	Disambiguated ID	Type / Status
Subject	UP-32	`E119971`	entity
Predicate	jurisdiction	`P82`	FINISHED
Object	Regional Transport Office Lucknow Regional Transport Office Lucknow is the government authority responsible for vehicle registration, driver licensing, and enforcement of transport regulations in the Lucknow region of Uttar Pradesh, India.	`E509514`	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 Office Lucknow | Statement: [UP-32, jurisdiction, Regional Transport Office Lucknow]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Regional Transport Office Lucknow
Context triple: [UP-32, jurisdiction, Regional Transport Office Lucknow]

A. Regional Transport Office Kanpur
Regional Transport Office Kanpur is the government agency in Kanpur responsible for vehicle registration, driver licensing, and enforcement of transport regulations in its jurisdiction.
B. Lucknow Metro
Lucknow Metro is a rapid transit system serving the city of Lucknow in Uttar Pradesh, India, designed to provide fast, modern urban transportation.
C. Lucknow NR railway division
Lucknow NR railway division is an administrative division of Indian Railways responsible for managing railway operations and infrastructure in and around the Lucknow region under the Northern Railway zone.
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. Kanpur Central railway station
Kanpur Central railway station is one of the busiest and largest railway junctions in North India, serving as a major transit hub for long-distance and regional trains in Uttar Pradesh.
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 Office Lucknow
Triple: [UP-32, jurisdiction, Regional Transport Office Lucknow]

Generated description

Regional Transport Office Lucknow is the government authority responsible for vehicle registration, driver licensing, and enforcement of transport regulations in the Lucknow region of Uttar Pradesh, India.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Regional Transport Office Lucknow
Target entity description: Regional Transport Office Lucknow is the government authority responsible for vehicle registration, driver licensing, and enforcement of transport regulations in the Lucknow region of Uttar Pradesh, India.

A. Regional Transport Office Kanpur
Regional Transport Office Kanpur is the government agency in Kanpur responsible for vehicle registration, driver licensing, and enforcement of transport regulations in its jurisdiction.
B. Lucknow Metro
Lucknow Metro is a rapid transit system serving the city of Lucknow in Uttar Pradesh, India, designed to provide fast, modern urban transportation.
C. Lucknow NR railway division
Lucknow NR railway division is an administrative division of Indian Railways responsible for managing railway operations and infrastructure in and around the Lucknow region under the Northern Railway zone.
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. Kanpur Central railway station
Kanpur Central railway station is one of the busiest and largest railway junctions in North India, serving as a major transit hub for long-distance and regional trains in Uttar Pradesh.
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_69bd446f22b88190b6a47fb91c68a3e7`	completed	March 20, 2026, 12:58 p.m.
NER	Named-entity recognition	`batch_69bd8509f67c8190b2f82a8370301a59`	completed	March 20, 2026, 5:34 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bf10f040f48190b34a586d362264ee`	completed	March 21, 2026, 9:43 p.m.
NEDg	Description generation	`batch_69bf11635b9c819092130c46caea9306`	completed	March 21, 2026, 9:45 p.m.
NED2	Entity disambiguation (via description)	`batch_69bf11e982d08190bc74312bf6ee7127`	completed	March 21, 2026, 9:47 p.m.

Created at: March 20, 2026, 1:53 p.m.