Triple
T9636358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Poor Law Amendment Act 1834 |
E232941
|
entity |
| Predicate | notableEvent |
P259
|
FINISHED |
| Object |
Andover workhouse scandal
The Andover workhouse scandal was a notorious 1840s British public scandal in which horrific conditions and abuse of paupers in the Andover Union workhouse exposed the failures of the New Poor Law system and led to major reforms in its administration.
|
E811570
|
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: Andover workhouse scandal | Statement: [Poor Law Amendment Act 1834, notableEvent, Andover workhouse scandal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andover workhouse scandal Context triple: [Poor Law Amendment Act 1834, notableEvent, Andover workhouse scandal]
-
A.
1889 Cleveland Street scandal
The 1889 Cleveland Street scandal was a notorious Victorian-era British sex scandal involving a male brothel in London that implicated members of the aristocracy and raised suspicions of a cover-up to protect high-ranking figures.
-
B.
Thornton Affair
The Thornton Affair was an 1846 skirmish between Mexican and U.S. troops along the disputed Texas–Mexico border that helped trigger the Mexican–American War.
-
C.
Bristol Royal Infirmary inquiry
The Bristol Royal Infirmary inquiry was a major public investigation into pediatric cardiac surgery practices and the unauthorised retention of children's organs in the UK during the late 20th century.
-
D.
Wapping dispute
The Wapping dispute was a major mid-1980s industrial conflict in the UK between Rupert Murdoch’s News International and print unions over the move to new technology and production facilities in London’s Docklands.
-
E.
Clapham Sect
The Clapham Sect was an influential group of late 18th- and early 19th-century evangelical Anglican social reformers known for campaigning against the slave trade and promoting moral and philanthropic causes in Britain.
- 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: Andover workhouse scandal Triple: [Poor Law Amendment Act 1834, notableEvent, Andover workhouse scandal]
Generated description
The Andover workhouse scandal was a notorious 1840s British public scandal in which horrific conditions and abuse of paupers in the Andover Union workhouse exposed the failures of the New Poor Law system and led to major reforms in its administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andover workhouse scandal Target entity description: The Andover workhouse scandal was a notorious 1840s British public scandal in which horrific conditions and abuse of paupers in the Andover Union workhouse exposed the failures of the New Poor Law system and led to major reforms in its administration.
-
A.
1889 Cleveland Street scandal
The 1889 Cleveland Street scandal was a notorious Victorian-era British sex scandal involving a male brothel in London that implicated members of the aristocracy and raised suspicions of a cover-up to protect high-ranking figures.
-
B.
Thornton Affair
The Thornton Affair was an 1846 skirmish between Mexican and U.S. troops along the disputed Texas–Mexico border that helped trigger the Mexican–American War.
-
C.
Bristol Royal Infirmary inquiry
The Bristol Royal Infirmary inquiry was a major public investigation into pediatric cardiac surgery practices and the unauthorised retention of children's organs in the UK during the late 20th century.
-
D.
Wapping dispute
The Wapping dispute was a major mid-1980s industrial conflict in the UK between Rupert Murdoch’s News International and print unions over the move to new technology and production facilities in London’s Docklands.
-
E.
Clapham Sect
The Clapham Sect was an influential group of late 18th- and early 19th-century evangelical Anglican social reformers known for campaigning against the slave trade and promoting moral and philanthropic causes in Britain.
- 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_69ca848940cc8190b97cec654cb3bb4a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b2ba0308190931993c0321f6051 |
completed | April 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1823e32c48190a442b77a0f7c8180 |
completed | April 4, 2026, 9:27 p.m. |
| NEDg | Description generation | batch_69d18393656c81908821ae0d7af83a57 |
completed | April 4, 2026, 9:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d183f733cc8190bbb69c035c1d397a |
completed | April 4, 2026, 9:34 p.m. |
Created at: March 30, 2026, 8:11 p.m.