Triple

T5513144
Position Surface form Disambiguated ID Type / Status
Subject childcare benefits scandal E144615 entity
Predicate alsoKnownAs P39 FINISHED
Object toeslagenaffaire
Toeslagenaffaire is the Dutch childcare benefits scandal in which thousands of families were wrongly accused of fraud by tax authorities, leading to severe financial hardship and a major political crisis in the Netherlands.
E528470 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: toeslagenaffaire | Statement: [childcare benefits scandal, alsoKnownAs, toeslagenaffaire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: toeslagenaffaire
Context triple: [childcare benefits scandal, alsoKnownAs, toeslagenaffaire]
  • A. Calas affair
    The Calas affair was an 18th-century French legal case involving the wrongful execution of Protestant merchant Jean Calas, which became a symbol of religious intolerance and judicial injustice and inspired Voltaire’s campaign for civil rights and legal reform.
  • B. Straperlo scandal
    The Straperlo scandal was a major political corruption affair in 1930s Spain involving rigged gambling concessions that severely damaged the reputation of the Radical Republican Party and contributed to the destabilization of the Second Spanish Republic.
  • C. Ploče Gate
    Ploče Gate is one of the main historic entrances to Dubrovnik’s Old City, notable for its stone bridge, fortifications, and role as a key eastern access point to the walled town.
  • D. Saltergate
    Saltergate is a small hamlet in North Yorkshire, England, known as a popular stopping point on the A169 road overlooking the scenic Hole of Horcum in the North York Moors.
  • E. Scandale Beck
    Scandale Beck is a small stream in Cumbria, England, that flows through the Lake District fells before joining the River Eden.
  • 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: toeslagenaffaire
Triple: [childcare benefits scandal, alsoKnownAs, toeslagenaffaire]
Generated description
Toeslagenaffaire is the Dutch childcare benefits scandal in which thousands of families were wrongly accused of fraud by tax authorities, leading to severe financial hardship and a major political crisis in the Netherlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: toeslagenaffaire
Target entity description: Toeslagenaffaire is the Dutch childcare benefits scandal in which thousands of families were wrongly accused of fraud by tax authorities, leading to severe financial hardship and a major political crisis in the Netherlands.
  • A. Calas affair
    The Calas affair was an 18th-century French legal case involving the wrongful execution of Protestant merchant Jean Calas, which became a symbol of religious intolerance and judicial injustice and inspired Voltaire’s campaign for civil rights and legal reform.
  • B. Straperlo scandal
    The Straperlo scandal was a major political corruption affair in 1930s Spain involving rigged gambling concessions that severely damaged the reputation of the Radical Republican Party and contributed to the destabilization of the Second Spanish Republic.
  • C. Ploče Gate
    Ploče Gate is one of the main historic entrances to Dubrovnik’s Old City, notable for its stone bridge, fortifications, and role as a key eastern access point to the walled town.
  • D. Saltergate
    Saltergate is a small hamlet in North Yorkshire, England, known as a popular stopping point on the A169 road overlooking the scenic Hole of Horcum in the North York Moors.
  • E. Scandale Beck
    Scandale Beck is a small stream in Cumbria, England, that flows through the Lake District fells before joining the River Eden.
  • 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_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.