Triple

T11444534

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Madhya Pradesh	`E271229`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Public Works Department, Government of Madhya Pradesh The Public Works Department, Government of Madhya Pradesh is the state agency responsible for planning, constructing, and maintaining public infrastructure such as roads, bridges, and government buildings across Madhya Pradesh.	`E926295`	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 Madhya Pradesh | Statement: [Government of Madhya Pradesh, hasDepartment, Public Works Department, Government of Madhya Pradesh]

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

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

A. 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.
B. Government of Madhya Pradesh
The Government of Madhya Pradesh is the state-level governing authority of the Indian state of Madhya Pradesh, responsible for administration, development, and public policy across the region.
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. Public Works Department of Chhattisgarh
The Public Works Department of Chhattisgarh is the state government agency responsible for planning, constructing, and maintaining public infrastructure such as roads, bridges, and government buildings across Chhattisgarh.
E. Roads and Buildings Department, Government of Gujarat
The Roads and Buildings Department, Government of Gujarat is a state government agency responsible for planning, constructing, and maintaining public roads, bridges, and government buildings across Gujarat.
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 Madhya Pradesh
Triple: [Government of Madhya Pradesh, hasDepartment, Public Works Department, Government of Madhya Pradesh]

Generated description

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

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

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

A. 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.
B. Government of Madhya Pradesh
The Government of Madhya Pradesh is the state-level governing authority of the Indian state of Madhya Pradesh, responsible for administration, development, and public policy across the region.
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. Public Works Department of Chhattisgarh
The Public Works Department of Chhattisgarh is the state government agency responsible for planning, constructing, and maintaining public infrastructure such as roads, bridges, and government buildings across Chhattisgarh.
E. Roads and Buildings Department, Government of Gujarat
The Roads and Buildings Department, Government of Gujarat is a state government agency responsible for planning, constructing, and maintaining public roads, bridges, and government buildings across Gujarat.
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_69d6aadff8888190a13f253f0d460874`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d8088a66f48190b2b4a56cd62097cf`	completed	April 9, 2026, 8:14 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e5d3afe7fc8190acc8c803ff5efe5a`	completed	April 20, 2026, 7:20 a.m.
NEDg	Description generation	`batch_69e5d5cac9108190b7756329bfa320d3`	completed	April 20, 2026, 7:29 a.m.
NED2	Entity disambiguation (via description)	`batch_69e5d7fd235081909870476cbc9817b2`	completed	April 20, 2026, 7:38 a.m.

Created at: April 8, 2026, 9:35 p.m.