Triple

T10642562
Position Surface form Disambiguated ID Type / Status
Subject Sextus Empiricus E250758 entity
Predicate medicalAffiliation P95130 FINISHED
Object 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.
E875370 NE FINISHED

How this triple was built (5 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: Empiric school of medicine | Statement: [Sextus Empiricus, medicalAffiliation, Empiric school of medicine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Empiric school of medicine
Context triple: [Sextus Empiricus, medicalAffiliation, Empiric school of medicine]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Peripatetic school
    The Peripatetic school was the philosophical tradition founded by Aristotle in ancient Athens, known for its systematic inquiry into logic, metaphysics, ethics, and natural science.
  • 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: Empiric school of medicine
Triple: [Sextus Empiricus, medicalAffiliation, Empiric school of medicine]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Empiric school of medicine
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Peripatetic school
    The Peripatetic school was the philosophical tradition founded by Aristotle in ancient Athens, known for its systematic inquiry into logic, metaphysics, ethics, and natural science.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: medicalAffiliation
Context triple: [Sextus Empiricus, medicalAffiliation, Empiric school of medicine]
  • A. hasAffiliatedHospital
    Indicates that one entity (typically a medical professional, clinic, or organization) is formally connected or associated with a particular hospital for professional or operational purposes.
  • B. associatedWithPractice
    Indicates a relationship in which an entity is connected or linked to a particular practice, activity, or customary way of doing something.
  • C. isAffiliatedHospitalNumber
    Indicates that a specific hospital is associated with or identified by a particular affiliation number within a healthcare or organizational system.
  • D. administrativeAffiliation
    Indicates that one entity is formally connected to, governed by, or overseen by another entity within an administrative or organizational structure.
  • E. hasMedicalCenter
    Indicates that an entity possesses, hosts, or is associated with a medical center facility.
  • F. None of above. chosen

Provenance (7 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_69d6dfce1ddc8190893fe6f7b047b56b completed April 8, 2026, 11:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96bd065b4819083e6fa200f27b39f completed April 10, 2026, 9:29 p.m.
NEDg Description generation batch_69d96df03c2881909af8501ecf6ac180 completed April 10, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69d96f063d588190adcfd56b2b0afccf completed April 10, 2026, 9:43 p.m.
PD Predicate disambiguation batch_69d6dd83b114819098e84dc658e82d7e completed April 8, 2026, 10:58 p.m.
PDg Predicate description generation batch_69d6df463ea8819091d6683e476b4f21 completed April 8, 2026, 11:05 p.m.
Created at: April 8, 2026, 9:05 p.m.