Triple

T13131072
Position Surface form Disambiguated ID Type / Status
Subject Hellenistic medicine E311966 entity
Predicate hasNotableFigure P304 FINISHED
Object Soranus of Ephesus
Soranus of Ephesus was a prominent 1st–2nd century AD Greek physician best known as a leading authority in ancient gynecology and obstetrics.
E1029225 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: Soranus of Ephesus | Statement: [Hellenistic medicine, hasNotableFigure, Soranus of Ephesus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Soranus of Ephesus
Context triple: [Hellenistic medicine, hasNotableFigure, Soranus of Ephesus]
  • A. Asclepiades of Bithynia
    Asclepiades of Bithynia was an influential Hellenistic physician known for rejecting Hippocratic humoral theory and promoting a mechanistic, atomistic view of the body along with gentle, non-invasive treatments.
  • B. Galen
    Galen was a prominent Greek physician, surgeon, and philosopher in the Roman Empire whose medical writings dominated European medicine for over a millennium.
  • C. Erasistratus of Ceos
    Erasistratus of Ceos was an influential Hellenistic physician and anatomist known for his pioneering studies of the circulatory and nervous systems and for helping found the Alexandrian school of medicine.
  • D. Dioscorus of Alexandria
    Dioscorus of Alexandria was a 5th-century Coptic patriarch of Alexandria whose controversial leadership and Christological views played a central role in the theological conflicts surrounding the Council of Chalcedon.
  • E. Herophilus of Chalcedon
    Herophilus of Chalcedon was an influential ancient Greek physician and anatomist, often regarded as the "father of anatomy" for his pioneering dissections and detailed studies of the human body during the Hellenistic period.
  • 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: Soranus of Ephesus
Triple: [Hellenistic medicine, hasNotableFigure, Soranus of Ephesus]
Generated description
Soranus of Ephesus was a prominent 1st–2nd century AD Greek physician best known as a leading authority in ancient gynecology and obstetrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Soranus of Ephesus
Target entity description: Soranus of Ephesus was a prominent 1st–2nd century AD Greek physician best known as a leading authority in ancient gynecology and obstetrics.
  • A. Asclepiades of Bithynia
    Asclepiades of Bithynia was an influential Hellenistic physician known for rejecting Hippocratic humoral theory and promoting a mechanistic, atomistic view of the body along with gentle, non-invasive treatments.
  • B. Galen
    Galen was a prominent Greek physician, surgeon, and philosopher in the Roman Empire whose medical writings dominated European medicine for over a millennium.
  • C. Erasistratus of Ceos
    Erasistratus of Ceos was an influential Hellenistic physician and anatomist known for his pioneering studies of the circulatory and nervous systems and for helping found the Alexandrian school of medicine.
  • D. Dioscorus of Alexandria
    Dioscorus of Alexandria was a 5th-century Coptic patriarch of Alexandria whose controversial leadership and Christological views played a central role in the theological conflicts surrounding the Council of Chalcedon.
  • E. Herophilus of Chalcedon
    Herophilus of Chalcedon was an influential ancient Greek physician and anatomist, often regarded as the "father of anatomy" for his pioneering dissections and detailed studies of the human body during the Hellenistic period.
  • 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_69f6ff09a964819097fbb37a7f11eac5 completed May 3, 2026, 7:53 a.m.
NEDg Description generation batch_69f701e348d881908db3622cc8e082c3 completed May 3, 2026, 8:05 a.m.
NED2 Entity disambiguation (via description) batch_69f7031a4490819081da260edd969ee8 completed May 3, 2026, 8:11 a.m.
Created at: April 9, 2026, 9:07 p.m.