Triple
T1613274
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Health Service Act |
E34657
|
entity |
| Predicate | containsTitle |
P3254
|
FINISHED |
| Object |
Title XIX – Vaccines
Title XIX – Vaccines is a section of the U.S. Public Health Service Act that establishes federal provisions related to vaccine regulation, safety, and public immunization programs.
|
E183394
|
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: Title XIX – Vaccines | Statement: [Public Health Service Act, containsTitle, Title XIX – Vaccines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title XIX – Vaccines Context triple: [Public Health Service Act, containsTitle, Title XIX – Vaccines]
-
A.
Vaccine Education Center
The Vaccine Education Center is a program at the Children's Hospital of Philadelphia that provides evidence-based information to the public about vaccines, vaccine safety, and immunization practices.
-
B.
Essays on the Public Merits of Vaccine Inoculation
Essays on the Public Merits of Vaccine Inoculation is a medical and public health treatise by Thomas Beddoes advocating for and analyzing the benefits of smallpox vaccination.
-
C.
COVID-19 vaccines
COVID-19 vaccines are immunizations developed to protect against the SARS-CoV-2 virus, significantly reducing the risk of severe illness, hospitalization, and death from COVID-19.
-
D.
Expanded Programme on Immunization
The Expanded Programme on Immunization is a global public health initiative that aims to ensure universal access to routine, life-saving vaccines, particularly for children in low- and middle-income countries.
-
E.
Virus-Serum-Toxin Act
The Virus-Serum-Toxin Act is a U.S. federal law that regulates the production and distribution of veterinary biological products, such as vaccines and serums, to ensure their safety, purity, and effectiveness.
- 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: Title XIX – Vaccines Triple: [Public Health Service Act, containsTitle, Title XIX – Vaccines]
Generated description
Title XIX – Vaccines is a section of the U.S. Public Health Service Act that establishes federal provisions related to vaccine regulation, safety, and public immunization programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title XIX – Vaccines Target entity description: Title XIX – Vaccines is a section of the U.S. Public Health Service Act that establishes federal provisions related to vaccine regulation, safety, and public immunization programs.
-
A.
Vaccine Education Center
The Vaccine Education Center is a program at the Children's Hospital of Philadelphia that provides evidence-based information to the public about vaccines, vaccine safety, and immunization practices.
-
B.
Essays on the Public Merits of Vaccine Inoculation
Essays on the Public Merits of Vaccine Inoculation is a medical and public health treatise by Thomas Beddoes advocating for and analyzing the benefits of smallpox vaccination.
-
C.
COVID-19 vaccines
COVID-19 vaccines are immunizations developed to protect against the SARS-CoV-2 virus, significantly reducing the risk of severe illness, hospitalization, and death from COVID-19.
-
D.
Expanded Programme on Immunization
The Expanded Programme on Immunization is a global public health initiative that aims to ensure universal access to routine, life-saving vaccines, particularly for children in low- and middle-income countries.
-
E.
Virus-Serum-Toxin Act
The Virus-Serum-Toxin Act is a U.S. federal law that regulates the production and distribution of veterinary biological products, such as vaccines and serums, to ensure their safety, purity, and effectiveness.
- 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_69a885ffc5ec819091afa325d5f9611c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9098e245c8190b0169b648434aa49 |
completed | March 5, 2026, 4:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51c751308190a89f6462ee365418 |
completed | March 8, 2026, 10:39 a.m. |
| NEDg | Description generation | batch_69ad52f6b15c819097d4e56884e31600 |
completed | March 8, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad53536a108190b97b7017ad567ad5 |
completed | March 8, 2026, 10:45 a.m. |
Created at: March 4, 2026, 7:28 p.m.