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.