Triple

T16263795
Position Surface form Disambiguated ID Type / Status
Subject Mandy Cohen E394820 entity
Predicate notableWork P4 FINISHED
Object 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.
E1204188 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 pandemic response in North Carolina | Statement: [Mandy Cohen, notableWork, COVID-19 pandemic response in North Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: COVID-19 pandemic response in North Carolina
Context triple: [Mandy Cohen, notableWork, COVID-19 pandemic response in North Carolina]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. COVID-19 pandemic in New South Wales
    The COVID-19 pandemic in New South Wales was a major public health crisis marked by multiple outbreak waves, strict lockdowns, border controls, and extensive testing and vaccination campaigns that significantly affected the state's society and economy.
  • E. COVID-19 pandemic
    The COVID-19 pandemic is a global outbreak of the coronavirus SARS-CoV-2 that began in late 2019, causing widespread illness, deaths, and major disruptions to societies and economies worldwide.
  • 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 pandemic response in North Carolina
Triple: [Mandy Cohen, notableWork, COVID-19 pandemic response in North Carolina]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: COVID-19 pandemic response in North Carolina
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. COVID-19 pandemic in New South Wales
    The COVID-19 pandemic in New South Wales was a major public health crisis marked by multiple outbreak waves, strict lockdowns, border controls, and extensive testing and vaccination campaigns that significantly affected the state's society and economy.
  • E. COVID-19 pandemic
    The COVID-19 pandemic is a global outbreak of the coronavirus SARS-CoV-2 that began in late 2019, causing widespread illness, deaths, and major disruptions to societies and economies worldwide.
  • 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_69d87f221d8081909b0b2063e7528ba2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e245c672248190a4261be4696d52c5 completed April 17, 2026, 2:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0017b5f3a8819083128cf2b90cfd84 completed May 10, 2026, 5:29 a.m.
NEDg Description generation batch_6a001978fed48190963b327da30c31f0 completed May 10, 2026, 5:36 a.m.
NED2 Entity disambiguation (via description) batch_6a001a0def548190a1d800f858f3cb02 completed May 10, 2026, 5:39 a.m.
Created at: April 10, 2026, 5:04 a.m.