Triple
T826609
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UK Home Office |
E17866
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Gangmasters and Labour Abuse Authority
The Gangmasters and Labour Abuse Authority is a UK government body responsible for licensing labour providers and tackling worker exploitation and modern slavery across sectors such as agriculture, food processing, and shellfish gathering.
|
E96680
|
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: Gangmasters and Labour Abuse Authority | Statement: [UK Home Office, oversees, Gangmasters and Labour Abuse Authority]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gangmasters and Labour Abuse Authority Context triple: [UK Home Office, oversees, Gangmasters and Labour Abuse Authority]
-
A.
Committee on Migrant Workers
The Committee on Migrant Workers is a United Nations expert body that monitors implementation of the International Convention on the Protection of the Rights of All Migrant Workers and Members of Their Families.
-
B.
Office of Labor-Management Standards
The Office of Labor-Management Standards is a division of the U.S. Department of Labor responsible for administering and enforcing laws governing union democracy, financial integrity, and transparency in labor organizations.
-
C.
Serious Fraud Office
The Serious Fraud Office is a UK government agency responsible for investigating and prosecuting serious or complex fraud, bribery, and corruption cases.
-
D.
Organized Crime Control Bureau
The Organized Crime Control Bureau is a specialized division of the New York City Police Department responsible for investigating and combating organized criminal enterprises such as gangs, racketeering operations, and narcotics trafficking.
-
E.
Department for Work and Pensions
The Department for Work and Pensions is the United Kingdom government department responsible for welfare, pensions, and employment policy and services.
- 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: Gangmasters and Labour Abuse Authority Triple: [UK Home Office, oversees, Gangmasters and Labour Abuse Authority]
Generated description
The Gangmasters and Labour Abuse Authority is a UK government body responsible for licensing labour providers and tackling worker exploitation and modern slavery across sectors such as agriculture, food processing, and shellfish gathering.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gangmasters and Labour Abuse Authority Target entity description: The Gangmasters and Labour Abuse Authority is a UK government body responsible for licensing labour providers and tackling worker exploitation and modern slavery across sectors such as agriculture, food processing, and shellfish gathering.
-
A.
Committee on Migrant Workers
The Committee on Migrant Workers is a United Nations expert body that monitors implementation of the International Convention on the Protection of the Rights of All Migrant Workers and Members of Their Families.
-
B.
Office of Labor-Management Standards
The Office of Labor-Management Standards is a division of the U.S. Department of Labor responsible for administering and enforcing laws governing union democracy, financial integrity, and transparency in labor organizations.
-
C.
Serious Fraud Office
The Serious Fraud Office is a UK government agency responsible for investigating and prosecuting serious or complex fraud, bribery, and corruption cases.
-
D.
Organized Crime Control Bureau
The Organized Crime Control Bureau is a specialized division of the New York City Police Department responsible for investigating and combating organized criminal enterprises such as gangs, racketeering operations, and narcotics trafficking.
-
E.
Department for Work and Pensions
The Department for Work and Pensions is the United Kingdom government department responsible for welfare, pensions, and employment policy and services.
- 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_69a4937c9c188190aaa216f6b466f452 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ab989748819091a3809a747a1c5b |
completed | March 1, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d9577f081908aa31b1926e04bb8 |
completed | March 3, 2026, 11:24 p.m. |
| NEDg | Description generation | batch_69a78204c1208190b2d2d19cdea93b57 |
completed | March 4, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a78648601881908bfcb9390ac4d6d2 |
completed | March 4, 2026, 1:09 a.m. |
Created at: March 1, 2026, 7:38 p.m.