Triple
T10641151
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flexner Report |
E250723
|
entity |
| Predicate | shortName |
P43
|
FINISHED |
| Object | Flexner Report on medical education |
E250723
|
NE FINISHED |
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: Flexner Report on medical education | Statement: [Flexner Report, shortName, 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: [Flexner Report, shortName, Flexner Report on medical education]
-
A.
Flexner Report on medical education
chosen
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.
-
B.
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.
-
C.
Letters to a Young Physician
Letters to a Young Physician is a 19th-century medical advice book in which James Jackson offers practical guidance and ethical reflections for early-career doctors.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6dfcd19648190882380d2c90be486 |
completed | April 8, 2026, 11:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d97a4555e48190be39c0a7698b4282 |
completed | April 10, 2026, 10:31 p.m. |
Created at: April 8, 2026, 9:05 p.m.