Triple

T12375942

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Bihar	`E295121`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Department of Minority Welfare, Government of Bihar The Department of Minority Welfare, Government of Bihar is a state government department responsible for formulating and implementing policies, programs, and schemes aimed at the socio-economic and educational development of minority communities in Bihar.	`E978639`	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 Minority Welfare, Government of Bihar | Statement: [Government of Bihar, hasDepartment, Department of Minority Welfare, Government of Bihar]

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

Target entity: Department of Minority Welfare, Government of Bihar
Context triple: [Government of Bihar, hasDepartment, Department of Minority Welfare, Government of Bihar]

A. Government of Bihar
The Government of Bihar is the state-level administrative and political authority responsible for governing the Indian state of Bihar, headed by the Chief Minister and supported by various departments and agencies.
B. Department of Minority Welfare, Government of Karnataka
The Department of Minority Welfare, Government of Karnataka is a state government body responsible for formulating and implementing policies, schemes, and programs aimed at the socio-economic and educational development of religious and linguistic minority communities in Karnataka.
C. Urban Development and Housing Department, Government of Bihar
The Urban Development and Housing Department, Government of Bihar is the state-level authority responsible for planning, regulating, and overseeing urban governance, infrastructure, and housing development across cities and towns in Bihar.
D. Department of Education, Bihar
The Department of Education, Bihar is the state government body responsible for overseeing and administering school education and related educational policies across the Indian state of Bihar.
E. Ministry of Social Justice and Empowerment
The Ministry of Social Justice and Empowerment is an Indian government ministry responsible for formulating and implementing policies and programs aimed at the welfare, protection, and social empowerment of marginalized and disadvantaged groups.
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 Minority Welfare, Government of Bihar
Triple: [Government of Bihar, hasDepartment, Department of Minority Welfare, Government of Bihar]

Generated description

The Department of Minority Welfare, Government of Bihar is a state government department responsible for formulating and implementing policies, programs, and schemes aimed at the socio-economic and educational development of minority communities in Bihar.

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

Target entity: Department of Minority Welfare, Government of Bihar
Target entity description: The Department of Minority Welfare, Government of Bihar is a state government department responsible for formulating and implementing policies, programs, and schemes aimed at the socio-economic and educational development of minority communities in Bihar.

A. Government of Bihar
The Government of Bihar is the state-level administrative and political authority responsible for governing the Indian state of Bihar, headed by the Chief Minister and supported by various departments and agencies.
B. Department of Minority Welfare, Government of Karnataka
The Department of Minority Welfare, Government of Karnataka is a state government body responsible for formulating and implementing policies, schemes, and programs aimed at the socio-economic and educational development of religious and linguistic minority communities in Karnataka.
C. Urban Development and Housing Department, Government of Bihar
The Urban Development and Housing Department, Government of Bihar is the state-level authority responsible for planning, regulating, and overseeing urban governance, infrastructure, and housing development across cities and towns in Bihar.
D. Department of Education, Bihar
The Department of Education, Bihar is the state government body responsible for overseeing and administering school education and related educational policies across the Indian state of Bihar.
E. Ministry of Social Justice and Empowerment
The Ministry of Social Justice and Empowerment is an Indian government ministry responsible for formulating and implementing policies and programs aimed at the welfare, protection, and social empowerment of marginalized and disadvantaged groups.
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_69d6ab6d8a4081908636601e69ddf262`	completed	April 8, 2026, 7:24 p.m.
NER	Named-entity recognition	`batch_69d93fb8d6c081909e8bbbd52c73f29c`	completed	April 10, 2026, 6:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f62ac3c9f081909cd55f966ab6b465`	completed	May 2, 2026, 4:48 p.m.
NEDg	Description generation	`batch_69f62c57a26081908d6903906f6e04f0`	completed	May 2, 2026, 4:54 p.m.
NED2	Entity disambiguation (via description)	`batch_69f62d13237881908b7c2dca173e20cf`	completed	May 2, 2026, 4:57 p.m.

Created at: April 8, 2026, 9:54 p.m.