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.