Triple

T10359791
Position Surface form Disambiguated ID Type / Status
Subject John Mauropous E244102 entity
Predicate studentOf P48 FINISHED
Object John the Grammarian
John the Grammarian was a prominent Byzantine scholar and teacher of rhetoric and philosophy, known for mentoring notable figures such as John Mauropous.
E858640 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: John the Grammarian | Statement: [John Mauropous, studentOf, John the Grammarian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John the Grammarian
Context triple: [John Mauropous, studentOf, John the Grammarian]
  • A. Stephanus of Byzantium
    Stephanus of Byzantium was a 6th-century Byzantine grammarian and scholar best known for his geographical dictionary "Ethnica," which compiled place names and ethnographic information from classical sources.
  • B. George Syncellus
    George Syncellus was a 9th-century Byzantine chronicler and monk best known for compiling an influential universal chronicle that preserved extensive excerpts from earlier lost historical works.
  • C. John Tzetzes
    John Tzetzes was a 12th-century Byzantine scholar and poet known for his erudite commentaries on classical literature and his extensive didactic verse.
  • D. Aristophanes of Byzantium
    Aristophanes of Byzantium was a prominent Hellenistic Greek scholar and librarian at Alexandria, renowned for his critical editions of classical texts and foundational work in grammar and textual criticism.
  • E. Evagrius Scholasticus
    Evagrius Scholasticus was a 6th-century Byzantine lawyer and church historian best known for his Ecclesiastical History, which chronicles religious and political events of the Eastern Roman Empire.
  • 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: John the Grammarian
Triple: [John Mauropous, studentOf, John the Grammarian]
Generated description
John the Grammarian was a prominent Byzantine scholar and teacher of rhetoric and philosophy, known for mentoring notable figures such as John Mauropous.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John the Grammarian
Target entity description: John the Grammarian was a prominent Byzantine scholar and teacher of rhetoric and philosophy, known for mentoring notable figures such as John Mauropous.
  • A. Stephanus of Byzantium
    Stephanus of Byzantium was a 6th-century Byzantine grammarian and scholar best known for his geographical dictionary "Ethnica," which compiled place names and ethnographic information from classical sources.
  • B. George Syncellus
    George Syncellus was a 9th-century Byzantine chronicler and monk best known for compiling an influential universal chronicle that preserved extensive excerpts from earlier lost historical works.
  • C. John Tzetzes
    John Tzetzes was a 12th-century Byzantine scholar and poet known for his erudite commentaries on classical literature and his extensive didactic verse.
  • D. Aristophanes of Byzantium
    Aristophanes of Byzantium was a prominent Hellenistic Greek scholar and librarian at Alexandria, renowned for his critical editions of classical texts and foundational work in grammar and textual criticism.
  • E. Evagrius Scholasticus
    Evagrius Scholasticus was a 6th-century Byzantine lawyer and church historian best known for his Ecclesiastical History, which chronicles religious and political events of the Eastern Roman Empire.
  • 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_69d381b22b8c8190aaed476be5f872a9 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9609c4481908b7d72ecf1adaa73 completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d750b6ef248190bdbe16bbb8efcf88 completed April 9, 2026, 7:09 a.m.
NEDg Description generation batch_69d7618ecb748190a492406eabe590d7 completed April 9, 2026, 8:21 a.m.
NED2 Entity disambiguation (via description) batch_69d77057affc8190b420e66560c3dfbd completed April 9, 2026, 9:24 a.m.
Created at: April 6, 2026, 11:59 a.m.