Triple

T1589248
Position Surface form Disambiguated ID Type / Status
Subject Christine Grady E34139 entity
Predicate notableWork P4 FINISHED
Object The Search for an AIDS Vaccine: Ethical Issues in the Development and Testing of a Preventive HIV Vaccine
"The Search for an AIDS Vaccine: Ethical Issues in the Development and Testing of a Preventive HIV Vaccine" is a scholarly work that examines the complex moral, social, and regulatory challenges involved in researching and trialing vaccines intended to prevent HIV/AIDS.
E181085 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: The Search for an AIDS Vaccine: Ethical Issues in the Development and Testing of a Preventive HIV Vaccine | Statement: [Christine Grady, notableWork, The Search for an AIDS Vaccine: Ethical Issues in the Development and Testing of a Preventive HIV Vaccine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Search for an AIDS Vaccine: Ethical Issues in the Development and Testing of a Preventive HIV Vaccine
Context triple: [Christine Grady, notableWork, The Search for an AIDS Vaccine: Ethical Issues in the Development and Testing of a Preventive HIV Vaccine]
  • A. Surgeon General’s Report on Acquired Immune Deficiency Syndrome
    The Surgeon General’s Report on Acquired Immune Deficiency Syndrome is a landmark 1986 U.S. public health document that provided clear, science-based information on HIV/AIDS to the American public and helped shape national awareness and policy during the early years of the epidemic.
  • 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. National HIV/AIDS Strategy of the United States
    The National HIV/AIDS Strategy of the United States is the federal government’s comprehensive roadmap for preventing new HIV infections, improving health outcomes for people living with HIV, and reducing HIV-related disparities nationwide.
  • D. HIV Vaccine Trials Network
    The HIV Vaccine Trials Network is a global clinical trials organization dedicated to developing and testing preventive HIV vaccines through large-scale, collaborative research.
  • E. Advance Market Commitment for pneumococcal vaccines
    The Advance Market Commitment for pneumococcal vaccines is a Gavi-supported financing mechanism that guarantees future vaccine purchases to incentivize manufacturers to develop and supply affordable pneumococcal vaccines for low-income countries.
  • 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: The Search for an AIDS Vaccine: Ethical Issues in the Development and Testing of a Preventive HIV Vaccine
Triple: [Christine Grady, notableWork, The Search for an AIDS Vaccine: Ethical Issues in the Development and Testing of a Preventive HIV Vaccine]
Generated description
"The Search for an AIDS Vaccine: Ethical Issues in the Development and Testing of a Preventive HIV Vaccine" is a scholarly work that examines the complex moral, social, and regulatory challenges involved in researching and trialing vaccines intended to prevent HIV/AIDS.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Search for an AIDS Vaccine: Ethical Issues in the Development and Testing of a Preventive HIV Vaccine
Target entity description: "The Search for an AIDS Vaccine: Ethical Issues in the Development and Testing of a Preventive HIV Vaccine" is a scholarly work that examines the complex moral, social, and regulatory challenges involved in researching and trialing vaccines intended to prevent HIV/AIDS.
  • A. Surgeon General’s Report on Acquired Immune Deficiency Syndrome
    The Surgeon General’s Report on Acquired Immune Deficiency Syndrome is a landmark 1986 U.S. public health document that provided clear, science-based information on HIV/AIDS to the American public and helped shape national awareness and policy during the early years of the epidemic.
  • 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. National HIV/AIDS Strategy of the United States
    The National HIV/AIDS Strategy of the United States is the federal government’s comprehensive roadmap for preventing new HIV infections, improving health outcomes for people living with HIV, and reducing HIV-related disparities nationwide.
  • D. HIV Vaccine Trials Network
    The HIV Vaccine Trials Network is a global clinical trials organization dedicated to developing and testing preventive HIV vaccines through large-scale, collaborative research.
  • E. Advance Market Commitment for pneumococcal vaccines
    The Advance Market Commitment for pneumococcal vaccines is a Gavi-supported financing mechanism that guarantees future vaccine purchases to incentivize manufacturers to develop and supply affordable pneumococcal vaccines for low-income countries.
  • 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_69a885fceb2c8190b47e0f7c0aefbff0 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9090e251c81909ebb21a6b6262303 completed March 5, 2026, 4:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad469eaf588190ac6db1c8fb7fa04e completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad479c0a0c8190b2ccef1bbc7c0b1a completed March 8, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69ad48642590819082f4102f6b860a65 completed March 8, 2026, 9:59 a.m.
Created at: March 4, 2026, 7:27 p.m.