Triple

T1270861
Position Surface form Disambiguated ID Type / Status
Subject Rutte III cabinet E15704 entity
Predicate notableIssue P494 FINISHED
Object 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.
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: childcare benefits scandal | Statement: [Rutte III cabinet, notableIssue, childcare benefits scandal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: childcare benefits scandal
Context triple: [Rutte III cabinet, notableIssue, childcare benefits scandal]
  • A. Moorgate
    Moorgate is a historic financial and commercial area in central London, known for its offices, transport links, and proximity to the heart of the City’s banking district.
  • B. Wigan Wallgate
    Wigan Wallgate is a railway station in Wigan, Greater Manchester, serving regional and commuter services on routes including those toward Manchester and Southport.
  • C. Claygate
    Claygate is a suburban village in Surrey, England, known for its leafy residential character and commuter links to London.
  • D. News International phone hacking scandal
    The News International phone hacking scandal was a major British media controversy in which journalists and private investigators illegally intercepted voicemails of celebrities, politicians, and crime victims, leading to public outrage, criminal prosecutions, and the closure of the News of the World newspaper.
  • E. Dung Gate
    Dung Gate is one of the main historic entrances in the walls of Jerusalem’s Old City, providing access to the area near the Western Wall and the Jewish Quarter.
  • 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: childcare benefits scandal
Triple: [Rutte III cabinet, notableIssue, childcare benefits scandal]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: childcare benefits scandal
Target entity description: 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.
  • A. Moorgate
    Moorgate is a historic financial and commercial area in central London, known for its offices, transport links, and proximity to the heart of the City’s banking district.
  • B. Wigan Wallgate
    Wigan Wallgate is a railway station in Wigan, Greater Manchester, serving regional and commuter services on routes including those toward Manchester and Southport.
  • C. Claygate
    Claygate is a suburban village in Surrey, England, known for its leafy residential character and commuter links to London.
  • D. News International phone hacking scandal
    The News International phone hacking scandal was a major British media controversy in which journalists and private investigators illegally intercepted voicemails of celebrities, politicians, and crime victims, leading to public outrage, criminal prosecutions, and the closure of the News of the World newspaper.
  • E. Dung Gate
    Dung Gate is one of the main historic entrances in the walls of Jerusalem’s Old City, providing access to the area near the Western Wall and the Jewish Quarter.
  • 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_69a4935a94308190bb92555b79032824 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4c06ae7b88190a1e0b5232d84a7b1 completed March 1, 2026, 10:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac998b819c8190ad5a4095d31b5cb1 completed March 7, 2026, 9:32 p.m.
NEDg Description generation batch_69ac9a13e9548190ae1fbfeba3326cd5 completed March 7, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69ac9a96d4f081908e608a3f247bbfb2 completed March 7, 2026, 9:37 p.m.
Created at: March 1, 2026, 7:50 p.m.