Triple

T22622982
Position Surface form Disambiguated ID Type / Status
Subject Provincial Government of Siquijor E558332 entity
Predicate hasDepartment P35 FINISHED
Object provincial social welfare office
The provincial social welfare office is a local government agency responsible for planning and delivering social protection, welfare, and community development programs to vulnerable residents within the province.
E628949 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: provincial social welfare office | Statement: [Provincial Government of Siquijor, hasDepartment, provincial social welfare office]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: provincial social welfare office
Context triple: [Provincial Government of Siquijor, hasDepartment, provincial social welfare office]
  • A. 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.
  • B. Department of Social Welfare
    The Department of Social Welfare is an academic unit within UCLA’s Luskin School of Public Affairs that focuses on education and research in social work and social welfare policy and practice.
  • C. Department of Social Welfare
    The Department of Social Welfare was the former name of Ireland’s government department responsible for administering social security payments and welfare services, now known as the Department of Social Protection.
  • 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. Department of Social Services
    The Department of Social Services is an Australian Government agency responsible for national social policy and programs, including welfare, families, housing support, and disability services.
  • 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: provincial social welfare office
Triple: [Provincial Government of Siquijor, hasDepartment, provincial social welfare office]
Generated description
The provincial social welfare office is a local government agency responsible for planning and delivering social protection, welfare, and community development programs to vulnerable residents within the province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: provincial social welfare office
Target entity description: The provincial social welfare office is a local government agency responsible for planning and delivering social protection, welfare, and community development programs to vulnerable residents within the province.
  • A. 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.
  • B. Department of Social Welfare
    The Department of Social Welfare is an academic unit within UCLA’s Luskin School of Public Affairs that focuses on education and research in social work and social welfare policy and practice.
  • C. Department of Social Welfare
    The Department of Social Welfare was the former name of Ireland’s government department responsible for administering social security payments and welfare services, now known as the Department of Social Protection.
  • D. Sindh Social Welfare Department chosen
    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. Department of Social Services
    The Department of Social Services is a local government agency that administers public assistance, child and family services, and related social support programs for residents of Prince William County.
  • F. None of above.

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_69e24545a8e08190bfa7482a2c725ff1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f16e3ad6f48190b351a52e4b1d9b2d completed April 29, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4e055bd48190936acf569afce629 completed May 18, 2026, 5:36 p.m.
NEDg Description generation batch_6a0b4ee959f881908f0c21c49d87026c completed May 18, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_6a0b4fa690a48190a6e025408054605f completed May 18, 2026, 5:43 p.m.
Created at: April 17, 2026, 3:01 p.m.