Triple
T2267667
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abraham Flexner |
E50184
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Medical Education in the United States and Canada
Medical Education in the United States and Canada is Abraham Flexner’s landmark 1910 report that revolutionized North American medical training by promoting rigorous scientific standards and leading to widespread reform and consolidation of medical schools.
|
E250719
|
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: Medical Education in the United States and Canada | Statement: [Abraham Flexner, notableWork, Medical Education in the United States and Canada]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Medical Education in the United States and Canada Context triple: [Abraham Flexner, notableWork, Medical Education in the United States and Canada]
-
A.
Liaison Committee on Medical Education
The Liaison Committee on Medical Education is the U.S. and Canadian accrediting body responsible for setting and enforcing quality standards for MD-granting medical education programs.
-
B.
Medical Education Campus
Medical Education Campus is a specialized branch of Northern Virginia Community College focused on training students for careers in health and medical professions.
-
C.
national center for health sciences education
The national center for health sciences education is a leading Philippine institution dedicated to training health professionals, advancing biomedical research, and shaping national health policy and practice.
-
D.
Federal Centre for Health Education
The Federal Centre for Health Education is a German government agency responsible for nationwide public health promotion, prevention campaigns, and health education initiatives.
-
E.
Medical School Campus
The Medical School Campus is the dedicated health sciences and clinical training hub of the University of the Witwatersrand in Johannesburg, South Africa.
- 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: Medical Education in the United States and Canada Triple: [Abraham Flexner, notableWork, Medical Education in the United States and Canada]
Generated description
Medical Education in the United States and Canada is Abraham Flexner’s landmark 1910 report that revolutionized North American medical training by promoting rigorous scientific standards and leading to widespread reform and consolidation of medical schools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Medical Education in the United States and Canada Target entity description: Medical Education in the United States and Canada is Abraham Flexner’s landmark 1910 report that revolutionized North American medical training by promoting rigorous scientific standards and leading to widespread reform and consolidation of medical schools.
-
A.
Liaison Committee on Medical Education
The Liaison Committee on Medical Education is the U.S. and Canadian accrediting body responsible for setting and enforcing quality standards for MD-granting medical education programs.
-
B.
Medical Education Campus
Medical Education Campus is a specialized branch of Northern Virginia Community College focused on training students for careers in health and medical professions.
-
C.
national center for health sciences education
The national center for health sciences education is a leading Philippine institution dedicated to training health professionals, advancing biomedical research, and shaping national health policy and practice.
-
D.
Federal Centre for Health Education
The Federal Centre for Health Education is a German government agency responsible for nationwide public health promotion, prevention campaigns, and health education initiatives.
-
E.
Medical School Campus
The Medical School Campus is the dedicated health sciences and clinical training hub of the University of the Witwatersrand in Johannesburg, South Africa.
- 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.