Triple

T19290078
Position Surface form Disambiguated ID Type / Status
Subject District Administration Ambala E482416 entity
Predicate includesOffice P1268 FINISHED
Object District Social Welfare Office Ambala — NE NERFINISHED

How this triple was built (3 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: District Social Welfare Office Ambala | Statement: [District Administration Ambala, includesOffice, District Social Welfare Office Ambala]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: District Social Welfare Office Ambala
Context triple: [District Administration Ambala, includesOffice, District Social Welfare Office Ambala]
  • A. District Administration Ambala
    District Administration Ambala is the primary governmental authority responsible for managing public administration, development, and law and order in Ambala district, Haryana, India.
  • B. Social Welfare Department, Delhi
    The Social Welfare Department, Delhi is a governmental body responsible for formulating and implementing social welfare policies and programs for vulnerable and disadvantaged groups in the National Capital Territory of Delhi.
  • C. Social Welfare Department
    The Social Welfare Department is a government agency responsible for planning and delivering social services and assistance programs to support the well-being of the community.
  • D. Sindh Social Welfare Department
    Sindh Social Welfare Department is a provincial government body in Sindh, Pakistan responsible for planning and implementing social welfare, protection, and support services for vulnerable and marginalized groups.
  • E. Punjab Social Welfare and Bait-ul-Maal Department
    The Punjab Social Welfare and Bait-ul-Maal Department is a provincial government body in Pakistan responsible for social protection, welfare services, and financial assistance programs for vulnerable and disadvantaged groups in Punjab.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: District Social Welfare Office Ambala
Target entity description: District Social Welfare Office Ambala is a government office in Ambala responsible for implementing social welfare schemes and services for vulnerable and disadvantaged sections of the local population.
  • A. District Administration Ambala
    District Administration Ambala is the primary governmental authority responsible for managing public administration, development, and law and order in Ambala district, Haryana, India.
  • B. Social Welfare Department, Delhi
    The Social Welfare Department, Delhi is a governmental body responsible for formulating and implementing social welfare policies and programs for vulnerable and disadvantaged groups in the National Capital Territory of Delhi.
  • C. Social Welfare Department
    The Social Welfare Department is a government agency responsible for planning and delivering social services and assistance programs to support the well-being of the community.
  • D. Sindh Social Welfare Department
    Sindh Social Welfare Department is a provincial government body in Sindh, Pakistan responsible for planning and implementing social welfare, protection, and support services for vulnerable and marginalized groups.
  • E. Punjab Social Welfare and Bait-ul-Maal Department
    The Punjab Social Welfare and Bait-ul-Maal Department is a provincial government body in Pakistan responsible for social protection, welfare services, and financial assistance programs for vulnerable and disadvantaged groups in Punjab.
  • F. None of above. chosen

Provenance (2 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_69d8e8cf61b0819096fe3e4107827c4e completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fc050a888190ac204d1e736200c5 completed April 20, 2026, 10:12 a.m.
Created at: April 10, 2026, 1:30 p.m.