Triple
T2267682
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abraham Flexner |
E50184
|
entity |
| Predicate | notableFor |
P22
|
FINISHED |
| Object |
Flexner Report on medical education
The Flexner Report on medical education was a landmark 1910 study that transformed medical training in the United States and Canada by promoting rigorous scientific standards and leading to the closure or reform of many medical schools.
|
E250723
|
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: Flexner Report on medical education | Statement: [Abraham Flexner, notableFor, Flexner Report on medical education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flexner Report on medical education Context triple: [Abraham Flexner, notableFor, Flexner Report on medical education]
-
A.
Contributions to Physical and Medical Knowledge
"Contributions to Physical and Medical Knowledge" is a scientific work by physician Thomas Beddoes that explores early medical and physiological theories, particularly in relation to chemistry and respiratory health.
-
B.
Hunterian School of Medicine
The Hunterian School of Medicine was a prominent early 19th-century London medical school associated with the Hunterian tradition that trained notable physicians and scientists.
-
C.
Abraham Flexner
Abraham Flexner was an American educator and reformer best known for his influential critique of medical education and for helping to shape modern research institutions in the United States.
-
D.
Nightingale Training School for Nurses
The Nightingale Training School for Nurses was a pioneering nursing school established in 1860 at St Thomas' Hospital in London, widely regarded as the foundation of modern professional nursing education.
-
E.
Introduction à l'étude de la médecine expérimentale
Introduction à l'étude de la médecine expérimentale is a foundational 1865 treatise in which physiologist Claude Bernard systematically defines the principles and methods of experimental medicine and scientific inquiry in biology.
- 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: Flexner Report on medical education Triple: [Abraham Flexner, notableFor, Flexner Report on medical education]
Generated description
The Flexner Report on medical education was a landmark 1910 study that transformed medical training in the United States and Canada by promoting rigorous scientific standards and leading to the closure or reform of many medical schools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flexner Report on medical education Target entity description: The Flexner Report on medical education was a landmark 1910 study that transformed medical training in the United States and Canada by promoting rigorous scientific standards and leading to the closure or reform of many medical schools.
-
A.
Contributions to Physical and Medical Knowledge
"Contributions to Physical and Medical Knowledge" is a scientific work by physician Thomas Beddoes that explores early medical and physiological theories, particularly in relation to chemistry and respiratory health.
-
B.
Hunterian School of Medicine
The Hunterian School of Medicine was a prominent early 19th-century London medical school associated with the Hunterian tradition that trained notable physicians and scientists.
-
C.
Abraham Flexner
Abraham Flexner was an American educator and reformer best known for his influential critique of medical education and for helping to shape modern research institutions in the United States.
-
D.
Nightingale Training School for Nurses
The Nightingale Training School for Nurses was a pioneering nursing school established in 1860 at St Thomas' Hospital in London, widely regarded as the foundation of modern professional nursing education.
-
E.
Introduction à l'étude de la médecine expérimentale
Introduction à l'étude de la médecine expérimentale is a foundational 1865 treatise in which physiologist Claude Bernard systematically defines the principles and methods of experimental medicine and scientific inquiry in biology.
- 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_69a88b01e0048190ba96431b5f990ba9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc1bbb49c8190822c7d809375e879 |
completed | March 7, 2026, 6:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71d492a48190be58396831e87ea0 |
completed | March 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69ae72bdc5dc81908f475353999161e4 |
completed | March 9, 2026, 7:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae76720e3c8190aeb82dd8779ff715 |
completed | March 9, 2026, 7:27 a.m. |
Created at: March 4, 2026, 7:48 p.m.