Triple

T3511343
Position Surface form Disambiguated ID Type / Status
Subject Scottish Government directorates E74200 entity
Predicate hasPart P35 FINISHED
Object Directorate for Children and Families
The Directorate for Children and Families is a Scottish Government division responsible for developing and implementing policies and services that support the wellbeing, protection, and development of children, young people, and families in Scotland.
E365396 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: Directorate for Children and Families | Statement: [Scottish Government directorates, hasPart, Directorate for Children and Families]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Directorate for Children and Families
Context triple: [Scottish Government directorates, hasPart, Directorate for Children and Families]
  • A. General Directorate of Juvenile Welfare
    The General Directorate of Juvenile Welfare is a specialized division of Egypt’s national police responsible for handling juvenile-related issues, including the protection, rehabilitation, and legal processing of minors in conflict with the law.
  • B. Office of Child and Youth Protection
    The Office of Child and Youth Protection is a department of the U.S. Catholic bishops dedicated to implementing and overseeing policies and programs that prevent child abuse and ensure safe environments within the Church.
  • C. Directorate of Human and Social Development
    The Directorate of Human and Social Development is a key arm of the Caribbean Community (CARICOM) responsible for advancing regional policies and programs in areas such as health, education, youth, gender, and social protection.
  • D. Child Protection Division
    The Child Protection Division is a specialized unit of the Circuit Court of Cook County that handles cases involving child abuse, neglect, and the welfare of minors.
  • E. Administration for Children and Families
    The Administration for Children and Families is a U.S. federal agency within the Department of Health and Human Services that administers programs promoting the economic and social well-being of children, families, and communities.
  • 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: Directorate for Children and Families
Triple: [Scottish Government directorates, hasPart, Directorate for Children and Families]
Generated description
The Directorate for Children and Families is a Scottish Government division responsible for developing and implementing policies and services that support the wellbeing, protection, and development of children, young people, and families in Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Directorate for Children and Families
Target entity description: The Directorate for Children and Families is a Scottish Government division responsible for developing and implementing policies and services that support the wellbeing, protection, and development of children, young people, and families in Scotland.
  • A. General Directorate of Juvenile Welfare
    The General Directorate of Juvenile Welfare is a specialized division of Egypt’s national police responsible for handling juvenile-related issues, including the protection, rehabilitation, and legal processing of minors in conflict with the law.
  • B. Office of Child and Youth Protection
    The Office of Child and Youth Protection is a department of the U.S. Catholic bishops dedicated to implementing and overseeing policies and programs that prevent child abuse and ensure safe environments within the Church.
  • C. Directorate of Human and Social Development
    The Directorate of Human and Social Development is a key arm of the Caribbean Community (CARICOM) responsible for advancing regional policies and programs in areas such as health, education, youth, gender, and social protection.
  • D. Child Protection Division
    The Child Protection Division is a specialized unit of the Circuit Court of Cook County that handles cases involving child abuse, neglect, and the welfare of minors.
  • E. Administration for Children and Families
    The Administration for Children and Families is a U.S. federal agency within the Department of Health and Human Services that administers programs promoting the economic and social well-being of children, families, and communities.
  • 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_69ad85cfb5c881909c9a2edd9d6043cc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc0f6cf8819098a1ec8693cc50e7 completed March 8, 2026, 6:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69b37e7366e4819099b4a411343bdd90 completed March 13, 2026, 3:03 a.m.
NEDg Description generation batch_69b37fd93cac8190915d55b9c37abad5 completed March 13, 2026, 3:09 a.m.
NED2 Entity disambiguation (via description) batch_69b3802e69488190926b6aa6e9d1d693 completed March 13, 2026, 3:10 a.m.
Created at: March 8, 2026, 3:19 p.m.