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.