Triple
T16425146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UK Parliament 1992–1997 |
E398922
|
entity |
| Predicate | notableEvent |
P259
|
FINISHED |
| Object |
cash-for-questions scandal
The cash-for-questions scandal was a major 1990s British political controversy in which Members of Parliament were accused of accepting money to ask specific questions in the House of Commons, undermining public trust in the integrity of the UK Parliament.
|
E1212039
|
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: cash-for-questions scandal | Statement: [UK Parliament 1992–1997, notableEvent, cash-for-questions scandal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: cash-for-questions scandal Context triple: [UK Parliament 1992–1997, notableEvent, cash-for-questions scandal]
-
A.
Saltergate
Saltergate was the historic home ground of Chesterfield F.C., known as one of the oldest football stadiums in England until its closure and demolition in the early 21st century.
-
B.
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.
-
C.
Billingsgate
Billingsgate is a historic ward in the City of London, traditionally associated with its famous riverside fish market and commercial activity along the Thames.
-
D.
Bofors scandal
The Bofors scandal was a major Indian political corruption controversy in the 1980s involving alleged kickbacks in a Swedish howitzer gun deal, which severely damaged the credibility of Prime Minister Rajiv Gandhi’s government.
-
E.
Irongate
Irongate is a football stadium in Bamber Bridge, Lancashire, serving as the home venue for Bamber Bridge F.C.
- 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: cash-for-questions scandal Triple: [UK Parliament 1992–1997, notableEvent, cash-for-questions scandal]
Generated description
The cash-for-questions scandal was a major 1990s British political controversy in which Members of Parliament were accused of accepting money to ask specific questions in the House of Commons, undermining public trust in the integrity of the UK Parliament.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: cash-for-questions scandal Target entity description: The cash-for-questions scandal was a major 1990s British political controversy in which Members of Parliament were accused of accepting money to ask specific questions in the House of Commons, undermining public trust in the integrity of the UK Parliament.
-
A.
Saltergate
Saltergate was the historic home ground of Chesterfield F.C., known as one of the oldest football stadiums in England until its closure and demolition in the early 21st century.
-
B.
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.
-
C.
Billingsgate
Billingsgate is a historic ward in the City of London, traditionally associated with its famous riverside fish market and commercial activity along the Thames.
-
D.
Bofors scandal
The Bofors scandal was a major Indian political corruption controversy in the 1980s involving alleged kickbacks in a Swedish howitzer gun deal, which severely damaged the credibility of Prime Minister Rajiv Gandhi’s government.
-
E.
Irongate
Irongate is a football stadium in Bamber Bridge, Lancashire, serving as the home venue for Bamber Bridge F.C.
- 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_69d87f2b9024819085c20e52de95d583 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e328f9da9081908dadbdac4b2d38ec |
completed | April 18, 2026, 6:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c7273e48190b0668948141cf30b |
completed | May 10, 2026, 8:06 a.m. |
| NEDg | Description generation | batch_6a003ef320e4819094cfa05fc1a40cbd |
completed | May 10, 2026, 8:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00404955f88190a4863f8527a69d6f |
completed | May 10, 2026, 8:22 a.m. |
Created at: April 10, 2026, 5:09 a.m.