Triple

T5513172
Position Surface form Disambiguated ID Type / Status
Subject childcare benefits scandal E144615 entity
Predicate investigatedBy P6157 FINISHED
Object Parliamentary interrogation committee on Childcare Benefits
The Parliamentary interrogation committee on Childcare Benefits was a Dutch parliamentary inquiry body established to investigate governmental failures and systemic abuses in the childcare benefits scandal.
E144615 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: Parliamentary interrogation committee on Childcare Benefits | Statement: [childcare benefits scandal, investigatedBy, Parliamentary interrogation committee on Childcare Benefits]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Parliamentary interrogation committee on Childcare Benefits
Context triple: [childcare benefits scandal, investigatedBy, Parliamentary interrogation committee on Childcare Benefits]
  • A. childcare benefits scandal
    The childcare benefits scandal was a major Dutch political crisis in which thousands of parents were wrongly accused of fraud and forced to repay childcare subsidies, ultimately leading to widespread public outrage and the resignation of the government.
  • B. Child Benefit Act 1975
    The Child Benefit Act 1975 is UK legislation that introduced a unified, tax-free cash benefit for children, replacing earlier family allowance schemes and forming the basis of the modern child benefit system.
  • C. Work and Pensions Committee
    The Work and Pensions Committee is a select committee of the UK House of Commons that scrutinises the work, policies, and spending of the Department for Work and Pensions and related public bodies.
  • D. Health and Social Care Committee
    The Health and Social Care Committee is a UK House of Commons select committee that scrutinises the work, policies, and spending of the Department of Health and Social Care and related public bodies.
  • E. House of Lords Commission
    The House of Lords Commission is a senior committee of the UK’s upper chamber responsible for overseeing its administration, services, and strategic direction.
  • 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: Parliamentary interrogation committee on Childcare Benefits
Triple: [childcare benefits scandal, investigatedBy, Parliamentary interrogation committee on Childcare Benefits]
Generated description
The Parliamentary interrogation committee on Childcare Benefits was a Dutch parliamentary inquiry body established to investigate governmental failures and systemic abuses in the childcare benefits scandal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Parliamentary interrogation committee on Childcare Benefits
Target entity description: The Parliamentary interrogation committee on Childcare Benefits was a Dutch parliamentary inquiry body established to investigate governmental failures and systemic abuses in the childcare benefits scandal.
  • A. childcare benefits scandal chosen
    The childcare benefits scandal was a major Dutch political crisis in which thousands of parents were wrongly accused of fraud and forced to repay childcare subsidies, ultimately leading to widespread public outrage and the resignation of the government.
  • B. Child Benefit Act 1975
    The Child Benefit Act 1975 is UK legislation that introduced a unified, tax-free cash benefit for children, replacing earlier family allowance schemes and forming the basis of the modern child benefit system.
  • C. Work and Pensions Committee
    The Work and Pensions Committee is a select committee of the UK House of Commons that scrutinises the work, policies, and spending of the Department for Work and Pensions and related public bodies.
  • D. Health and Social Care Committee
    The Health and Social Care Committee is a UK House of Commons select committee that scrutinises the work, policies, and spending of the Department of Health and Social Care and related public bodies.
  • E. House of Lords Commission
    The House of Lords Commission is a senior committee of the UK’s upper chamber responsible for overseeing its administration, services, and strategic direction.
  • 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_69c008f77ff88190b0cd50ca207295d1 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f599d0881909ce86fcc45d4d920 completed March 22, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027d192808190b1e80a6f3be44870 completed March 22, 2026, 5:33 p.m.
NEDg Description generation batch_69c033dc91e08190888fb6e94027fbdb completed March 22, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69c03460b21481908b78aa4bdc989d2c completed March 22, 2026, 6:26 p.m.
Created at: March 22, 2026, 3:33 p.m.