Triple

T7017095

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Assam	`E162723`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Public Works Department, Government of Assam The Public Works Department, Government of Assam is the state agency responsible for planning, constructing, and maintaining public infrastructure such as roads, bridges, and government buildings across Assam.	`E635220`	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 Assam | Statement: [Government of Assam, hasDepartment, Public Works Department, Government of Assam]

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

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

A. Public Works Department, Andaman and Nicobar Administration
The Public Works Department, Andaman and Nicobar Administration is the government engineering and infrastructure agency responsible for planning, constructing, and maintaining public assets such as roads, buildings, and related facilities across the Andaman and Nicobar Islands.
B. Government of Assam
The Government of Assam is the state-level administrative authority of the Indian state of Assam, responsible for governance, public policy, and management of state resources and institutions.
C. Assam Transport Department
The Assam Transport Department is the state government agency responsible for regulating and overseeing road transport, vehicle registration, and traffic administration in Assam, India.
D. 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.
E. Guwahati Metropolitan Development Authority
The Guwahati Metropolitan Development Authority is a statutory urban planning and development agency responsible for regulating and guiding the growth and infrastructure development of the Guwahati metropolitan area in Assam, India.
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 Assam
Triple: [Government of Assam, hasDepartment, Public Works Department, Government of Assam]

Generated description

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

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

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

A. Public Works Department, Andaman and Nicobar Administration
The Public Works Department, Andaman and Nicobar Administration is the government engineering and infrastructure agency responsible for planning, constructing, and maintaining public assets such as roads, buildings, and related facilities across the Andaman and Nicobar Islands.
B. Government of Assam
The Government of Assam is the state-level administrative authority of the Indian state of Assam, responsible for governance, public policy, and management of state resources and institutions.
C. Assam Transport Department
The Assam Transport Department is the state government agency responsible for regulating and overseeing road transport, vehicle registration, and traffic administration in Assam, India.
D. 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.
E. Guwahati Metropolitan Development Authority
The Guwahati Metropolitan Development Authority is a statutory urban planning and development agency responsible for regulating and guiding the growth and infrastructure development of the Guwahati metropolitan area in Assam, India.
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_69c6885a127c8190867b059bdccf13ff`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6e1d629fc81908854390ddf99b1db`	completed	March 27, 2026, 8 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c76a5655d48190a2df556f63add35d`	completed	March 28, 2026, 5:42 a.m.
NEDg	Description generation	`batch_69c76b9702d4819099f873b37fad309b`	completed	March 28, 2026, 5:48 a.m.
NED2	Entity disambiguation (via description)	`batch_69c76c10303c8190a08f1728da6ebcd2`	completed	March 28, 2026, 5:50 a.m.

Created at: March 27, 2026, 2:34 p.m.