Triple

T12375935
Position Surface form Disambiguated ID Type / Status
Subject Government of Bihar E295121 entity
Predicate hasDepartment P35 FINISHED
Object Department of Industries, Government of Bihar
The Department of Industries, Government of Bihar is the state government body responsible for formulating and implementing policies to promote industrial development, investment, and entrepreneurship in Bihar.
E978632 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 Industries, Government of Bihar | Statement: [Government of Bihar, hasDepartment, Department of Industries, Government of Bihar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Industries, Government of Bihar
Context triple: [Government of Bihar, hasDepartment, Department of Industries, 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. 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.
  • C. 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.
  • D. Finance Department, Government of West Bengal
    The Finance Department, Government of West Bengal is the state government’s key agency responsible for managing public finances, including budgeting, expenditure control, taxation policy, and overall fiscal administration in West Bengal.
  • E. Industries Department, Government of Madhya Pradesh
    The Industries Department, Government of Madhya Pradesh is the state government agency responsible for formulating and implementing policies to promote industrial development, investment, and entrepreneurship across Madhya Pradesh.
  • 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 Industries, Government of Bihar
Triple: [Government of Bihar, hasDepartment, Department of Industries, Government of Bihar]
Generated description
The Department of Industries, Government of Bihar is the state government body responsible for formulating and implementing policies to promote industrial development, investment, and entrepreneurship in Bihar.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Industries, Government of Bihar
Target entity description: The Department of Industries, Government of Bihar is the state government body responsible for formulating and implementing policies to promote industrial development, investment, and entrepreneurship 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. 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.
  • C. 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.
  • D. Finance Department, Government of West Bengal
    The Finance Department, Government of West Bengal is the state government’s key agency responsible for managing public finances, including budgeting, expenditure control, taxation policy, and overall fiscal administration in West Bengal.
  • E. Industries Department, Government of Madhya Pradesh
    The Industries Department, Government of Madhya Pradesh is the state government agency responsible for formulating and implementing policies to promote industrial development, investment, and entrepreneurship across Madhya Pradesh.
  • 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.