Triple

T18944602
Position Surface form Disambiguated ID Type / Status
Subject Neil Ferguson E463477 entity
Predicate influenced P9 FINISHED
Object COVID-19 non-pharmaceutical intervention policies in the United Kingdom
COVID-19 non-pharmaceutical intervention policies in the United Kingdom were the government’s public health measures—such as lockdowns, social distancing, and school closures—implemented to control the spread of the coronavirus without relying on vaccines or drug treatments.
E1350611 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: COVID-19 non-pharmaceutical intervention policies in the United Kingdom | Statement: [Neil Ferguson, influenced, COVID-19 non-pharmaceutical intervention policies in the United Kingdom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: COVID-19 non-pharmaceutical intervention policies in the United Kingdom
Context triple: [Neil Ferguson, influenced, COVID-19 non-pharmaceutical intervention policies in the United Kingdom]
  • A. Management of the COVID-19 pandemic in Northern Ireland
    Management of the COVID-19 pandemic in Northern Ireland refers to the policies, public health measures, and governmental response implemented to control the spread and impact of COVID-19 within Northern Ireland.
  • B. UK Parliament committees on COVID-19 response
    The UK Parliament committees on COVID-19 response are cross-party groups of MPs and peers that scrutinised the government’s handling of the coronavirus pandemic through inquiries, evidence sessions, and reports.
  • C. COVID-19 pandemic response in North Carolina
    The COVID-19 pandemic response in North Carolina refers to the statewide public health, policy, and emergency management efforts—led in part by health official Mandy Cohen—to mitigate the spread and impact of COVID-19 across the state.
  • D. COVID-19 pandemic response in Mississippi
    The COVID-19 pandemic response in Mississippi refers to the policies, public health measures, and political decisions implemented in the state—led by Governor Tate Reeves—to manage the spread and impact of the coronavirus.
  • E. COVID-19 pandemic in the United States
    The COVID-19 pandemic in the United States was a major public health crisis beginning in early 2020 that led to widespread illness and death, strained healthcare systems, and triggered profound social, economic, and political disruptions nationwide.
  • 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: COVID-19 non-pharmaceutical intervention policies in the United Kingdom
Triple: [Neil Ferguson, influenced, COVID-19 non-pharmaceutical intervention policies in the United Kingdom]
Generated description
COVID-19 non-pharmaceutical intervention policies in the United Kingdom were the government’s public health measures—such as lockdowns, social distancing, and school closures—implemented to control the spread of the coronavirus without relying on vaccines or drug treatments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: COVID-19 non-pharmaceutical intervention policies in the United Kingdom
Target entity description: COVID-19 non-pharmaceutical intervention policies in the United Kingdom were the government’s public health measures—such as lockdowns, social distancing, and school closures—implemented to control the spread of the coronavirus without relying on vaccines or drug treatments.
  • A. Management of the COVID-19 pandemic in Northern Ireland
    Management of the COVID-19 pandemic in Northern Ireland refers to the policies, public health measures, and governmental response implemented to control the spread and impact of COVID-19 within Northern Ireland.
  • B. UK Parliament committees on COVID-19 response
    The UK Parliament committees on COVID-19 response are cross-party groups of MPs and peers that scrutinised the government’s handling of the coronavirus pandemic through inquiries, evidence sessions, and reports.
  • C. COVID-19 pandemic response in North Carolina
    The COVID-19 pandemic response in North Carolina refers to the statewide public health, policy, and emergency management efforts—led in part by health official Mandy Cohen—to mitigate the spread and impact of COVID-19 across the state.
  • D. COVID-19 pandemic response in Mississippi
    The COVID-19 pandemic response in Mississippi refers to the policies, public health measures, and political decisions implemented in the state—led by Governor Tate Reeves—to manage the spread and impact of the coronavirus.
  • E. COVID-19 pandemic in the United States
    The COVID-19 pandemic in the United States was a major public health crisis beginning in early 2020 that led to widespread illness and death, strained healthcare systems, and triggered profound social, economic, and political disruptions nationwide.
  • 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_69d8dcfec90481909e926be9767e5779 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d53e6e0c81908a547e21c4819bac completed April 20, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a059fc93e0c81908cc4b9755036ea29 completed May 14, 2026, 10:11 a.m.
NEDg Description generation batch_6a05a1b640488190934aa468b3638841 completed May 14, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_6a05a21b8a7c81909ad3f4148842e4c1 completed May 14, 2026, 10:21 a.m.
Created at: April 10, 2026, 11:59 a.m.