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.