Triple

T13131077
Position Surface form Disambiguated ID Type / Status
Subject Hellenistic medicine E311966 entity
Predicate associatedWithSchool P42300 FINISHED
Object Dogmatic school of medicine
The Dogmatic school of medicine was an influential ancient Greek medical tradition that emphasized theoretical reasoning about hidden causes of disease, drawing heavily on Hippocratic ideas and shaping Hellenistic medical thought.
E1022064 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: Dogmatic school of medicine | Statement: [Hellenistic medicine, associatedWithSchool, Dogmatic school of medicine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dogmatic school of medicine
Context triple: [Hellenistic medicine, associatedWithSchool, Dogmatic school of medicine]
  • A. Empiric school of medicine
    The Empiric school of medicine was an ancient Greek and Roman medical tradition that emphasized practical experience and observed outcomes over theoretical explanations of disease.
  • B. Hippocratic medical tradition
    The Hippocratic medical tradition is an ancient Greek system of medicine emphasizing rational diagnosis, clinical observation, and ethical practice, historically linked to the teachings of Hippocrates and his followers.
  • C. Galenic medicine
    Galenic medicine is an ancient medical system based on the theories of the Greek physician Galen, emphasizing humoral balance and systematic clinical observation, which profoundly shaped later medical traditions.
  • D. Hellenistic medicine
    Hellenistic medicine was the tradition of medical theory and practice that developed in the Greek-speaking world after Alexander the Great, blending classical Greek medicine with Near Eastern knowledge and emphasizing systematic observation, anatomy, and rational explanations of disease.
  • E. Annicerian school
    The Annicerian school was a later branch of the Cyrenaic tradition that emphasized refined, moderate hedonism and the pursuit of pleasure guided by practical wisdom.
  • 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: Dogmatic school of medicine
Triple: [Hellenistic medicine, associatedWithSchool, Dogmatic school of medicine]
Generated description
The Dogmatic school of medicine was an influential ancient Greek medical tradition that emphasized theoretical reasoning about hidden causes of disease, drawing heavily on Hippocratic ideas and shaping Hellenistic medical thought.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dogmatic school of medicine
Target entity description: The Dogmatic school of medicine was an influential ancient Greek medical tradition that emphasized theoretical reasoning about hidden causes of disease, drawing heavily on Hippocratic ideas and shaping Hellenistic medical thought.
  • A. Empiric school of medicine
    The Empiric school of medicine was an ancient Greek and Roman medical tradition that emphasized practical experience and observed outcomes over theoretical explanations of disease.
  • B. Hippocratic medical tradition
    The Hippocratic medical tradition is an ancient Greek system of medicine emphasizing rational diagnosis, clinical observation, and ethical practice, historically linked to the teachings of Hippocrates and his followers.
  • C. Galenic medicine
    Galenic medicine is an ancient medical system based on the theories of the Greek physician Galen, emphasizing humoral balance and systematic clinical observation, which profoundly shaped later medical traditions.
  • D. Hellenistic medicine
    Hellenistic medicine was the tradition of medical theory and practice that developed in the Greek-speaking world after Alexander the Great, blending classical Greek medicine with Near Eastern knowledge and emphasizing systematic observation, anatomy, and rational explanations of disease.
  • E. Annicerian school
    The Annicerian school was a later branch of the Cyrenaic tradition that emphasized refined, moderate hedonism and the pursuit of pleasure guided by practical wisdom.
  • 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_69d806a9fe888190b081e2d9ea665d6c completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d981b27a8c81909a92ab7be5d3a7e9 completed April 10, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e290c308819090ee4436c199b57c completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e397df5c8190a470fc5c226b027b completed May 3, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69f6e454f95c8190b023c5d141999dd8 completed May 3, 2026, 5:59 a.m.
Created at: April 9, 2026, 9:07 p.m.