Triple

T6470143

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Karnataka	`E142326`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Department of Public Works, Government of Karnataka The Department of Public Works, Government of Karnataka is the state government agency responsible for planning, constructing, and maintaining public infrastructure such as roads and government buildings across Karnataka.	`E596311`	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: Department of Public Works, Government of Karnataka | Statement: [Government of Karnataka, hasDepartment, Department of Public Works, Government of Karnataka]

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

Target entity: Department of Public Works, Government of Karnataka
Context triple: [Government of Karnataka, hasDepartment, Department of Public Works, Government of Karnataka]

A. Government of Karnataka
The Government of Karnataka is the state-level governing authority of Karnataka in India, responsible for administration, legislation, and public policy across the state.
B. Karnataka Water Resources Department
The Karnataka Water Resources Department is a state government agency responsible for managing, developing, and regulating water resources and major irrigation infrastructure across Karnataka, India.
C. Department of Public Works, Uttar Pradesh
The Department of Public Works, Uttar Pradesh is the state government agency responsible for planning, constructing, and maintaining public infrastructure such as roads and government buildings across Uttar Pradesh.
D. Horticulture Department of Karnataka
The Horticulture Department of Karnataka is a state government body responsible for developing, managing, and maintaining public parks, gardens, and horticultural resources across Karnataka.
E. Central Public Works Department
The Central Public Works Department is a premier Indian government agency responsible for the planning, construction, and maintenance of public infrastructure and buildings across the country.
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: Department of Public Works, Government of Karnataka
Triple: [Government of Karnataka, hasDepartment, Department of Public Works, Government of Karnataka]

Generated description

The Department of Public Works, Government of Karnataka is the state government agency responsible for planning, constructing, and maintaining public infrastructure such as roads and government buildings across Karnataka.

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

Target entity: Department of Public Works, Government of Karnataka
Target entity description: The Department of Public Works, Government of Karnataka is the state government agency responsible for planning, constructing, and maintaining public infrastructure such as roads and government buildings across Karnataka.

A. Government of Karnataka
The Government of Karnataka is the state-level governing authority of Karnataka in India, responsible for administration, legislation, and public policy across the state.
B. Karnataka Water Resources Department
The Karnataka Water Resources Department is a state government agency responsible for managing, developing, and regulating water resources and major irrigation infrastructure across Karnataka, India.
C. Department of Public Works, Uttar Pradesh
The Department of Public Works, Uttar Pradesh is the state government agency responsible for planning, constructing, and maintaining public infrastructure such as roads and government buildings across Uttar Pradesh.
D. Horticulture Department of Karnataka
The Horticulture Department of Karnataka is a state government body responsible for developing, managing, and maintaining public parks, gardens, and horticultural resources across Karnataka.
E. Central Public Works Department
The Central Public Works Department is a premier Indian government agency responsible for the planning, construction, and maintenance of public infrastructure and buildings across the country.
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_69c008d3bf4c8190bcf798c5ba9d6fb3`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c06a2e896481908ed004e3b0a33121`	completed	March 22, 2026, 10:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c6539c93c481909bed35b68ce420d8`	completed	March 27, 2026, 9:53 a.m.
NEDg	Description generation	`batch_69c6559d06c8819082cad37d62fcb3a3`	completed	March 27, 2026, 10:02 a.m.
NED2	Entity disambiguation (via description)	`batch_69c6564e01748190a3a12abcc0dfd30f`	completed	March 27, 2026, 10:05 a.m.

Created at: March 22, 2026, 4:50 p.m.