Triple
T7339657
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pandemic and All-Hazards Preparedness Act |
E169214
|
entity |
| Predicate | reauthorizedBy |
P25524
|
FINISHED |
| Object |
Pandemic and All-Hazards Preparedness and Advancing Innovation Act of 2019
The Pandemic and All-Hazards Preparedness and Advancing Innovation Act of 2019 is a U.S. federal law that updates and strengthens national public health and medical preparedness and response capabilities, particularly for pandemics and other large-scale emergencies.
|
E169214
|
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: Pandemic and All-Hazards Preparedness and Advancing Innovation Act of 2019 | Statement: [Pandemic and All-Hazards Preparedness Act, reauthorizedBy, Pandemic and All-Hazards Preparedness and Advancing Innovation Act of 2019]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pandemic and All-Hazards Preparedness and Advancing Innovation Act of 2019 Context triple: [Pandemic and All-Hazards Preparedness Act, reauthorizedBy, Pandemic and All-Hazards Preparedness and Advancing Innovation Act of 2019]
-
A.
Pandemic and All-Hazards Preparedness Act
The Pandemic and All-Hazards Preparedness Act is a U.S. federal law that strengthens national public health and medical preparedness and response capabilities for emergencies such as pandemics, bioterrorism, and natural disasters.
-
B.
Consolidated Appropriations Act, 2020
The Consolidated Appropriations Act, 2020 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2020 and included various policy provisions and extensions.
-
C.
21st Century Cures Act
The 21st Century Cures Act is a U.S. federal law enacted in 2016 that accelerates medical product development and innovation, expands funding for biomedical research and mental health services, and modernizes the regulation of drugs and medical devices.
-
D.
Consolidated Appropriations Act, 2021
The Consolidated Appropriations Act, 2021 is a major U.S. federal spending and COVID-19 relief law that combined government funding with extensive economic stimulus measures enacted at the end of 2020.
-
E.
Coronavirus Aid, Relief, and Economic Security Act
The Coronavirus Aid, Relief, and Economic Security (CARES) Act is a major U.S. federal law enacted in 2020 that provided over $2 trillion in economic stimulus and emergency support in response to the COVID-19 pandemic.
- 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: Pandemic and All-Hazards Preparedness and Advancing Innovation Act of 2019 Triple: [Pandemic and All-Hazards Preparedness Act, reauthorizedBy, Pandemic and All-Hazards Preparedness and Advancing Innovation Act of 2019]
Generated description
The Pandemic and All-Hazards Preparedness and Advancing Innovation Act of 2019 is a U.S. federal law that updates and strengthens national public health and medical preparedness and response capabilities, particularly for pandemics and other large-scale emergencies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pandemic and All-Hazards Preparedness and Advancing Innovation Act of 2019 Target entity description: The Pandemic and All-Hazards Preparedness and Advancing Innovation Act of 2019 is a U.S. federal law that updates and strengthens national public health and medical preparedness and response capabilities, particularly for pandemics and other large-scale emergencies.
-
A.
Pandemic and All-Hazards Preparedness Act
chosen
The Pandemic and All-Hazards Preparedness Act is a U.S. federal law that strengthens national public health and medical preparedness and response capabilities for emergencies such as pandemics, bioterrorism, and natural disasters.
-
B.
Consolidated Appropriations Act, 2020
The Consolidated Appropriations Act, 2020 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2020 and included various policy provisions and extensions.
-
C.
21st Century Cures Act
The 21st Century Cures Act is a U.S. federal law enacted in 2016 that accelerates medical product development and innovation, expands funding for biomedical research and mental health services, and modernizes the regulation of drugs and medical devices.
-
D.
Consolidated Appropriations Act, 2021
The Consolidated Appropriations Act, 2021 is a major U.S. federal spending and COVID-19 relief law that combined government funding with extensive economic stimulus measures enacted at the end of 2020.
-
E.
Coronavirus Aid, Relief, and Economic Security Act
The Coronavirus Aid, Relief, and Economic Security (CARES) Act is a major U.S. federal law enacted in 2020 that provided over $2 trillion in economic stimulus and emergency support in response to the COVID-19 pandemic.
- F. None of above.
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_69c68a57710481909f0c1f3c6ebdb6f2 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f0d702108190a00a3681ff6e67d4 |
completed | March 27, 2026, 9:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81ebdf56481909bc6748179353906 |
completed | March 28, 2026, 6:32 p.m. |
| NEDg | Description generation | batch_69c81f730ac081908c9d98643c130d6d |
completed | March 28, 2026, 6:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c821071a208190958f4cb7ad903fa6 |
completed | March 28, 2026, 6:42 p.m. |
Created at: March 27, 2026, 3:04 p.m.