Triple
T22952435
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert M. May |
E570053
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Infectious Diseases of Humans: Dynamics and Control |
—
|
NE NERFINISHED |
How this triple was built (2 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: Infectious Diseases of Humans: Dynamics and Control | Statement: [Robert M. May, notableWork, Infectious Diseases of Humans: Dynamics and Control]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Infectious Diseases of Humans: Dynamics and Control Context triple: [Robert M. May, notableWork, Infectious Diseases of Humans: Dynamics and Control]
-
A.
Infectious Diseases of Humans: Dynamics and Control
chosen
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.
-
B.
Virus Dynamics: Mathematical Principles of Immunology and Virology
"Virus Dynamics: Mathematical Principles of Immunology and Virology" is a foundational scientific monograph that develops and applies mathematical models to understand the interactions between viruses, the immune system, and host populations.
-
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.
The Swine Flu Affair: Decision-Making on a Slippery Disease
The Swine Flu Affair: Decision-Making on a Slippery Disease is a detailed case study examining the U.S. government's 1976 swine flu vaccination program and the complexities of public health decision-making under uncertainty.
-
E.
Pandemics: What Everyone Needs to Know
Pandemics: What Everyone Needs to Know is an accessible, expert-driven overview of how pandemics emerge, spread, and can be controlled, written for a general audience by Nobel Prize–winning immunologist Peter C. Doherty.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e2459199d08190a8184ee2aa935842 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f181a285448190a718734fe933d51a |
completed | April 29, 2026, 3:57 a.m. |
Created at: April 17, 2026, 3:46 p.m.