Triple
T357779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paul Farmer |
E7581
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E45314
|
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: Infections and Inequalities | Statement: [Paul Farmer, notableWork, Infections and Inequalities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Infections and Inequalities Context triple: [Paul Farmer, notableWork, Infections and Inequalities]
-
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.
Roll Back Malaria
Roll Back Malaria is a global partnership initiative aimed at coordinating international efforts to control and eventually eliminate malaria, particularly in the most affected regions.
-
C.
An Inquiry into Well-Being and Destitution
An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
-
D.
Inequality Reexamined
Inequality Reexamined is a philosophical and economic work by Amartya Sen that critically analyzes traditional views of inequality and justice through his capabilities approach.
-
E.
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.
- 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: Infections and Inequalities Triple: [Paul Farmer, notableWork, Infections and Inequalities]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Infections and Inequalities Target entity description: "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.
-
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.
Roll Back Malaria
Roll Back Malaria is a global partnership initiative aimed at coordinating international efforts to control and eventually eliminate malaria, particularly in the most affected regions.
-
C.
An Inquiry into Well-Being and Destitution
An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
-
D.
Inequality Reexamined
Inequality Reexamined is a philosophical and economic work by Amartya Sen that critically analyzes traditional views of inequality and justice through his capabilities approach.
-
E.
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.
- 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_69a2e7e696948190bebc966535995e45 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ebb0e348819086e3ccd96c7b129e |
completed | Feb. 28, 2026, 1:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3e019211c819087edeb99431061fa |
completed | March 1, 2026, 6:43 a.m. |
| NEDg | Description generation | batch_69a3e1092bc48190bd2d4b59d30b8c64 |
completed | March 1, 2026, 6:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3e2183bec8190b1d93a02ec8a0ab8 |
completed | March 1, 2026, 6:52 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.