Triple

T5542802
Position Surface form Disambiguated ID Type / Status
Subject Coronavirus Job Retention Scheme E145329 entity
Predicate relatedProgram P37 FINISHED
Object Self-Employment Income Support Scheme
The Self-Employment Income Support Scheme was a UK government program that provided taxable grants to self-employed individuals whose businesses were adversely affected by the COVID-19 pandemic.
E532456 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: Self-Employment Income Support Scheme | Statement: [Coronavirus Job Retention Scheme, relatedProgram, Self-Employment Income Support Scheme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Self-Employment Income Support Scheme
Context triple: [Coronavirus Job Retention Scheme, relatedProgram, Self-Employment Income Support Scheme]
  • A. Coronavirus Job Retention Scheme
    The Coronavirus Job Retention Scheme was a UK government furlough program introduced during the COVID-19 pandemic to subsidize employee wages and prevent mass unemployment.
  • B. Trade Adjustment Assistance for Firms program
    The Trade Adjustment Assistance for Firms program is a federal initiative that helps U.S. companies hurt by import competition become more competitive through technical assistance and business improvement projects.
  • C. Economic Adjustment Assistance program
    The Economic Adjustment Assistance program is a U.S. federal initiative that provides flexible funding and technical support to help communities respond to economic disruptions and foster long-term economic resilience and growth.
  • D. Earned Income Tax Credit
    The Earned Income Tax Credit is a refundable federal tax credit in the United States that supplements the wages of low- to moderate-income workers, particularly those with children, to reduce poverty and encourage employment.
  • E. Microloan Program
    The Microloan Program is a U.S. Small Business Administration initiative that provides small, short-term loans to startups and small businesses that may not qualify for traditional financing.
  • 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: Self-Employment Income Support Scheme
Triple: [Coronavirus Job Retention Scheme, relatedProgram, Self-Employment Income Support Scheme]
Generated description
The Self-Employment Income Support Scheme was a UK government program that provided taxable grants to self-employed individuals whose businesses were adversely affected by the COVID-19 pandemic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Self-Employment Income Support Scheme
Target entity description: The Self-Employment Income Support Scheme was a UK government program that provided taxable grants to self-employed individuals whose businesses were adversely affected by the COVID-19 pandemic.
  • A. Coronavirus Job Retention Scheme
    The Coronavirus Job Retention Scheme was a UK government furlough program introduced during the COVID-19 pandemic to subsidize employee wages and prevent mass unemployment.
  • B. Trade Adjustment Assistance for Firms program
    The Trade Adjustment Assistance for Firms program is a federal initiative that helps U.S. companies hurt by import competition become more competitive through technical assistance and business improvement projects.
  • C. Economic Adjustment Assistance program
    The Economic Adjustment Assistance program is a U.S. federal initiative that provides flexible funding and technical support to help communities respond to economic disruptions and foster long-term economic resilience and growth.
  • D. Earned Income Tax Credit
    The Earned Income Tax Credit is a refundable federal tax credit in the United States that supplements the wages of low- to moderate-income workers, particularly those with children, to reduce poverty and encourage employment.
  • E. Microloan Program
    The Microloan Program is a U.S. Small Business Administration initiative that provides small, short-term loans to startups and small businesses that may not qualify for traditional financing.
  • 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_69c008fa64888190adae56c8f9ea4031 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fc947bc81908d1f7b709392ec20 completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c02822fb80819087474c37d6dc4d2b completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c03f8b6e948190870b98d6d69193fe completed March 22, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69c0404aedc08190a9b146466486be6e completed March 22, 2026, 7:17 p.m.
Created at: March 22, 2026, 3:35 p.m.