Triple

T15838302
Position Surface form Disambiguated ID Type / Status
Subject Danubian provinces of the Roman Empire E384037 entity
Predicate developedFrom P1245 FINISHED
Object Augustan military districts
Augustan military districts were early imperial Roman frontier zones organized under Emperor Augustus to manage and defend the Danube border regions before their formal development into provincial structures.
E1179631 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: Augustan military districts | Statement: [Danubian provinces of the Roman Empire, developedFrom, Augustan military districts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Augustan military districts
Context triple: [Danubian provinces of the Roman Empire, developedFrom, Augustan military districts]
  • A. Regio V Esquiliae
    Regio V Esquiliae was one of ancient Rome’s administrative districts, encompassing the Esquiline Hill and its surrounding neighborhoods, known for its mixture of residential areas, gardens, and burial grounds.
  • B. Augustan 14 regions of Rome
    The Augustan 14 regions of Rome were an administrative division of the city established by Emperor Augustus, organizing Rome into fourteen distinct districts for governance, census, and urban management.
  • C. Septem Provinciae
    Septem Provinciae was a late Roman administrative region in southwestern Gaul comprising seven provinces under the authority of the Praetorian Prefecture of the Gauls.
  • D. Roman military institutions
    Roman military institutions were the organizational, legal, and social structures that governed the recruitment, discipline, command, and logistics of Rome’s armed forces throughout the Republic and Empire.
  • E. Alpine provinces of the Roman Empire
    The Alpine provinces of the Roman Empire were a group of mountainous frontier regions in the central Alps that Rome organized and governed to secure key transalpine routes and its northern borders.
  • 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: Augustan military districts
Triple: [Danubian provinces of the Roman Empire, developedFrom, Augustan military districts]
Generated description
Augustan military districts were early imperial Roman frontier zones organized under Emperor Augustus to manage and defend the Danube border regions before their formal development into provincial structures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Augustan military districts
Target entity description: Augustan military districts were early imperial Roman frontier zones organized under Emperor Augustus to manage and defend the Danube border regions before their formal development into provincial structures.
  • A. Regio V Esquiliae
    Regio V Esquiliae was one of ancient Rome’s administrative districts, encompassing the Esquiline Hill and its surrounding neighborhoods, known for its mixture of residential areas, gardens, and burial grounds.
  • B. Augustan 14 regions of Rome
    The Augustan 14 regions of Rome were an administrative division of the city established by Emperor Augustus, organizing Rome into fourteen distinct districts for governance, census, and urban management.
  • C. Septem Provinciae
    Septem Provinciae was a late Roman administrative region in southwestern Gaul comprising seven provinces under the authority of the Praetorian Prefecture of the Gauls.
  • D. Roman military institutions
    Roman military institutions were the organizational, legal, and social structures that governed the recruitment, discipline, command, and logistics of Rome’s armed forces throughout the Republic and Empire.
  • E. Alpine provinces of the Roman Empire
    The Alpine provinces of the Roman Empire were a group of mountainous frontier regions in the central Alps that Rome organized and governed to secure key transalpine routes and its northern borders.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e142e3d48c8190ad0d0af89d062101 completed April 16, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa13c931481908ed9fd10fddd867c completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa419c6dc81908c9678f8434530f8 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa4cff5088190a7f11fd62941f4fb completed May 9, 2026, 9:19 p.m.
Created at: April 10, 2026, 4:49 a.m.