Triple
T1138215
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas Beddoes |
E23186
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E129500
|
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: Essays on the Public Merits of Vaccine Inoculation | Statement: [Thomas Beddoes, notableWork, Essays on the Public Merits of Vaccine Inoculation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Essays on the Public Merits of Vaccine Inoculation Context triple: [Thomas Beddoes, notableWork, Essays on the Public Merits of Vaccine Inoculation]
-
A.
House on Fire: The Fight to Eradicate Smallpox
House on Fire: The Fight to Eradicate Smallpox is a nonfiction book recounting the global campaign to eliminate smallpox, written from the perspective of one of the key public health leaders who helped achieve its eradication.
-
B.
Public Health Acts in Britain
The Public Health Acts in Britain were a series of 19th-century laws that laid the foundations of modern public health by improving sanitation, regulating urban living conditions, and reducing disease during the Victorian era.
-
C.
Infections and Inequalities
"Infections and Inequalities" is a seminal book by physician-anthropologist Paul Farmer that examines how poverty, social injustice, and global power imbalances shape the distribution and treatment of infectious diseases.
-
D.
Infectious Diseases of Humans: Dynamics and Control
Infectious Diseases of Humans: Dynamics and Control is a seminal book that applies mathematical modeling to understand and predict the spread and control of infectious diseases in human populations.
-
E.
The Need for Eugenic Reform
The Need for Eugenic Reform is an early 20th-century book by Leonard Darwin advocating for the application of eugenic principles to social and public policy.
- 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: Essays on the Public Merits of Vaccine Inoculation Triple: [Thomas Beddoes, notableWork, Essays on the Public Merits of Vaccine Inoculation]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Essays on the Public Merits of Vaccine Inoculation Target entity description: 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.
-
A.
House on Fire: The Fight to Eradicate Smallpox
House on Fire: The Fight to Eradicate Smallpox is a nonfiction book recounting the global campaign to eliminate smallpox, written from the perspective of one of the key public health leaders who helped achieve its eradication.
-
B.
Public Health Acts in Britain
The Public Health Acts in Britain were a series of 19th-century laws that laid the foundations of modern public health by improving sanitation, regulating urban living conditions, and reducing disease during the Victorian era.
-
C.
Infections and Inequalities
"Infections and Inequalities" is a seminal book by physician-anthropologist Paul Farmer that examines how poverty, social injustice, and global power imbalances shape the distribution and treatment of infectious diseases.
-
D.
Infectious Diseases of Humans: Dynamics and Control
Infectious Diseases of Humans: Dynamics and Control is a seminal book that applies mathematical modeling to understand and predict the spread and control of infectious diseases in human populations.
-
E.
The Need for Eugenic Reform
The Need for Eugenic Reform is an early 20th-century book by Leonard Darwin advocating for the application of eugenic principles to social and public policy.
- 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_69a493ec75988190b63a11bafaec29b4 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4bc25dda481909a26d726fdbdbb50 |
completed | March 1, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac59b020d48190bc6ecbdb720c6779 |
completed | March 7, 2026, 5 p.m. |
| NEDg | Description generation | batch_69ac5a7599048190a46b0d560270ffa4 |
completed | March 7, 2026, 5:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac5af24a948190a37c832508149a48 |
completed | March 7, 2026, 5:05 p.m. |
Created at: March 1, 2026, 7:44 p.m.