Triple

T11322959

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Maharashtra	`E268136`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Public Works Department, Government of Maharashtra The Public Works Department, Government of Maharashtra is the state agency responsible for planning, constructing, and maintaining public infrastructure such as roads, bridges, and government buildings across Maharashtra.	`E919153`	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: Public Works Department, Government of Maharashtra | Statement: [Government of Maharashtra, hasDepartment, Public Works Department, Government of Maharashtra]

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

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

A. Water Resources Department, Maharashtra
The Water Resources Department, Maharashtra is a state government agency responsible for planning, developing, and managing Maharashtra’s water resources, including major dams, irrigation projects, and related infrastructure.
B. Directorate of Municipal Administration, Maharashtra
The Directorate of Municipal Administration, Maharashtra is a state-level government body responsible for overseeing, regulating, and supporting the functioning and governance of municipal councils and urban local bodies across Maharashtra.
C. Transport Department, Government of Maharashtra
The Transport Department, Government of Maharashtra is the state-level authority responsible for formulating and enforcing transport policies, vehicle registration, and road safety regulations across Maharashtra.
D. Public Works Department, Government of West Bengal
The Public Works Department, Government of West Bengal is the state government agency responsible for planning, constructing, and maintaining public infrastructure such as roads, bridges, and government buildings across West Bengal.
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: Public Works Department, Government of Maharashtra
Triple: [Government of Maharashtra, hasDepartment, Public Works Department, Government of Maharashtra]

Generated description

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

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

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

A. Water Resources Department, Maharashtra
The Water Resources Department, Maharashtra is a state government agency responsible for planning, developing, and managing Maharashtra’s water resources, including major dams, irrigation projects, and related infrastructure.
B. Directorate of Municipal Administration, Maharashtra
The Directorate of Municipal Administration, Maharashtra is a state-level government body responsible for overseeing, regulating, and supporting the functioning and governance of municipal councils and urban local bodies across Maharashtra.
C. Transport Department, Government of Maharashtra
The Transport Department, Government of Maharashtra is the state-level authority responsible for formulating and enforcing transport policies, vehicle registration, and road safety regulations across Maharashtra.
D. Public Works Department, Government of West Bengal
The Public Works Department, Government of West Bengal is the state government agency responsible for planning, constructing, and maintaining public infrastructure such as roads, bridges, and government buildings across West Bengal.
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_69d6aaca5c24819083db46a30d86cb34`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7e9dff37081909622623e66e17ccd`	completed	April 9, 2026, 6:03 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e525ed950081908ec94cfbf8849e85`	completed	April 19, 2026, 6:58 p.m.
NEDg	Description generation	`batch_69e52c82b6108190aec9b6e9d726f803`	completed	April 19, 2026, 7:26 p.m.
NED2	Entity disambiguation (via description)	`batch_69e531c2a4b88190bb1efd57536bae9a`	completed	April 19, 2026, 7:49 p.m.

Created at: April 8, 2026, 9:32 p.m.