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.