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.