Triple

T9950257
Position Surface form Disambiguated ID Type / Status
Subject Mahbubnagar Municipal Council E195310 entity
Predicate subordinateTo P258 FINISHED
Object Department of Municipal Administration and Urban Development, Telangana
The Department of Municipal Administration and Urban Development, Telangana is the state government department responsible for overseeing urban local bodies, municipal governance, and urban infrastructure development across Telangana.
E830034 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 Municipal Administration and Urban Development, Telangana | Statement: [Mahbubnagar Municipal Council, subordinateTo, Department of Municipal Administration and Urban Development, Telangana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Municipal Administration and Urban Development, Telangana
Context triple: [Mahbubnagar Municipal Council, subordinateTo, Department of Municipal Administration and Urban Development, Telangana]
  • A. Department of Urban Development, Uttar Pradesh
    The Department of Urban Development, Uttar Pradesh is the state government agency responsible for planning, regulating, and overseeing urban infrastructure, services, and municipal governance across cities and towns in Uttar Pradesh.
  • B. Department of Urban Development, Government of Karnataka
    The Department of Urban Development, Government of Karnataka is the state government body responsible for planning, regulating, and overseeing urban infrastructure, municipal administration, and city development across Karnataka.
  • C. Government of Telangana
    The Government of Telangana is the state-level governing authority of the Indian state of Telangana, responsible for administration, development, and public policy across the region.
  • D. Urban Development Department, Delhi
    The Urban Development Department, Delhi is a key administrative body of the Delhi government responsible for planning, regulating, and implementing policies related to urban infrastructure, services, and city development in the National Capital Territory.
  • E. Urban Development and Municipal Affairs Department, Government of West Bengal
    The Urban Development and Municipal Affairs Department, Government of West Bengal is the state government department responsible for planning, regulating, and managing urban development, municipal governance, and related infrastructure across West Bengal.
  • 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 Municipal Administration and Urban Development, Telangana
Triple: [Mahbubnagar Municipal Council, subordinateTo, Department of Municipal Administration and Urban Development, Telangana]
Generated description
The Department of Municipal Administration and Urban Development, Telangana is the state government department responsible for overseeing urban local bodies, municipal governance, and urban infrastructure development across Telangana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Municipal Administration and Urban Development, Telangana
Target entity description: The Department of Municipal Administration and Urban Development, Telangana is the state government department responsible for overseeing urban local bodies, municipal governance, and urban infrastructure development across Telangana.
  • A. Department of Urban Development, Uttar Pradesh
    The Department of Urban Development, Uttar Pradesh is the state government agency responsible for planning, regulating, and overseeing urban infrastructure, services, and municipal governance across cities and towns in Uttar Pradesh.
  • B. Department of Urban Development, Government of Karnataka
    The Department of Urban Development, Government of Karnataka is the state government body responsible for planning, regulating, and overseeing urban infrastructure, municipal administration, and city development across Karnataka.
  • C. Government of Telangana
    The Government of Telangana is the state-level governing authority of the Indian state of Telangana, responsible for administration, development, and public policy across the region.
  • D. Urban Development Department, Delhi
    The Urban Development Department, Delhi is a key administrative body of the Delhi government responsible for planning, regulating, and implementing policies related to urban infrastructure, services, and city development in the National Capital Territory.
  • E. Urban Development and Municipal Affairs Department, Government of West Bengal
    The Urban Development and Municipal Affairs Department, Government of West Bengal is the state government department responsible for planning, regulating, and managing urban development, municipal governance, and related infrastructure across West Bengal.
  • 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_69ca82e96a108190932bd1fc4acd73a0 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb65a4e6c8190968192a24aad1b7d completed April 2, 2026, 12:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69d22933d26c8190937e4cbdbd8209dc completed April 5, 2026, 9:19 a.m.
NEDg Description generation batch_69d229a1abe08190bf28abfc69ce2d64 completed April 5, 2026, 9:21 a.m.
NED2 Entity disambiguation (via description) batch_69d22a3b87c08190b486eb221bec3465 completed April 5, 2026, 9:24 a.m.
Created at: March 30, 2026, 8:45 p.m.