Triple

T3205638
Position Surface form Disambiguated ID Type / Status
Subject Carolingian minuscule E67153 entity
Predicate standardizedBy P1371 FINISHED
Object Carolingian scribes
Carolingian scribes were medieval copyists of the Carolingian Renaissance who helped reform and standardize Latin handwriting, texts, and learning across the Frankish empire.
E67153 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: Carolingian scribes | Statement: [Carolingian minuscule, standardizedBy, Carolingian scribes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Carolingian scribes
Context triple: [Carolingian minuscule, standardizedBy, Carolingian scribes]
  • A. Carolingian Renaissance
    The Carolingian Renaissance was a revival of learning, arts, and culture in Western Europe under Charlemagne and his successors, marked by educational reforms, manuscript production, and the preservation of classical texts.
  • B. Carolingian aristocracy
    The Carolingian aristocracy comprised the powerful noble families and elite warriors who dominated political, military, and social life in the Frankish realms under the Carolingian dynasty in the early Middle Ages.
  • C. Carolingian minuscule
    Carolingian minuscule is a clear, uniform medieval Latin script developed under the Carolingian Empire that became a standard for handwriting and influenced later European typefaces.
  • D. Carolingian Christianity
    Carolingian Christianity was the form of Western Latin Christianity shaped by the Carolingian dynasty’s reforms, emphasizing clerical discipline, standardized liturgy, and the consolidation of royal and ecclesiastical authority in early medieval Europe.
  • E. Carolingian period
    The Carolingian period was a phase of the early Middle Ages marked by the rule of the Carolingian dynasty, notable for the reign of Charlemagne and a revival of art, learning, and centralized authority in Western Europe.
  • 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: Carolingian scribes
Triple: [Carolingian minuscule, standardizedBy, Carolingian scribes]
Generated description
Carolingian scribes were medieval copyists of the Carolingian Renaissance who helped reform and standardize Latin handwriting, texts, and learning across the Frankish empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Carolingian scribes
Target entity description: Carolingian scribes were medieval copyists of the Carolingian Renaissance who helped reform and standardize Latin handwriting, texts, and learning across the Frankish empire.
  • A. Carolingian Renaissance
    The Carolingian Renaissance was a revival of learning, arts, and culture in Western Europe under Charlemagne and his successors, marked by educational reforms, manuscript production, and the preservation of classical texts.
  • B. Carolingian aristocracy
    The Carolingian aristocracy comprised the powerful noble families and elite warriors who dominated political, military, and social life in the Frankish realms under the Carolingian dynasty in the early Middle Ages.
  • C. Carolingian minuscule chosen
    Carolingian minuscule is a clear, uniform medieval Latin script developed under the Carolingian Empire that became a standard for handwriting and influenced later European typefaces.
  • D. Carolingian Christianity
    Carolingian Christianity was the form of Western Latin Christianity shaped by the Carolingian dynasty’s reforms, emphasizing clerical discipline, standardized liturgy, and the consolidation of royal and ecclesiastical authority in early medieval Europe.
  • E. Carolingian period
    The Carolingian period was a phase of the early Middle Ages marked by the rule of the Carolingian dynasty, notable for the reign of Charlemagne and a revival of art, learning, and centralized authority in Western Europe.
  • F. None of above.

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_69ad8589bd988190afa7ed2bdffb7b33 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaa559848819082d1e61f586278dd completed March 8, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24bcf7b2481908bc52cfa71bd313c completed March 12, 2026, 5:14 a.m.
NEDg Description generation batch_69b24cb0c5f0819083ea589ded12ef3b completed March 12, 2026, 5:18 a.m.
NED2 Entity disambiguation (via description) batch_69b24d2ce888819087cc7c3f5db0e859 completed March 12, 2026, 5:20 a.m.
Created at: March 8, 2026, 3:07 p.m.