Triple
T1119844
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert May |
E11183
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E129169
|
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: Infectious Diseases of Humans: Dynamics and Control | Statement: [Robert 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 May, notableWork, Infectious Diseases of Humans: Dynamics and Control]
-
A.
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.
-
B.
Center for Communicable Disease Dynamics
The Center for Communicable Disease Dynamics is a research center focused on understanding, modeling, and controlling infectious disease transmission and outbreaks.
-
C.
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.
-
D.
Infection and Immunity
Infection and Immunity is a peer-reviewed scientific journal focusing on the mechanisms of host-pathogen interactions, immune responses, and microbial pathogenesis.
-
E.
Section on Infectious Diseases
The Section on Infectious Diseases is a specialized group within the American Academy of Pediatrics that focuses on the prevention, diagnosis, and management of infectious diseases in children.
- 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: Infectious Diseases of Humans: Dynamics and Control Triple: [Robert May, notableWork, Infectious Diseases of Humans: Dynamics and Control]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Infectious Diseases of Humans: Dynamics and Control Target entity description: 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.
-
A.
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.
-
B.
Center for Communicable Disease Dynamics
The Center for Communicable Disease Dynamics is a research center focused on understanding, modeling, and controlling infectious disease transmission and outbreaks.
-
C.
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.
-
D.
Infection and Immunity
Infection and Immunity is a peer-reviewed scientific journal focusing on the mechanisms of host-pathogen interactions, immune responses, and microbial pathogenesis.
-
E.
Section on Infectious Diseases
The Section on Infectious Diseases is a specialized group within the American Academy of Pediatrics that focuses on the prevention, diagnosis, and management of infectious diseases in children.
- 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_69a493252a648190ac48f8742474a5e8 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4bbbca3348190a607ce147b2ae70e |
completed | March 1, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac539b6d9881909c3fe5890ae1f889 |
completed | March 7, 2026, 4:34 p.m. |
| NEDg | Description generation | batch_69ac554aec048190821801070d1a4852 |
completed | March 7, 2026, 4:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac55afd8c88190b0f2bbafc33ad8b7 |
completed | March 7, 2026, 4:43 p.m. |
Created at: March 1, 2026, 7:43 p.m.