Triple

T15574096
Position Surface form Disambiguated ID Type / Status
Subject Roman civil wars of the 3rd century E374323 entity
Predicate hasLocation P40 FINISHED
Object Danubian frontier E720525 NE FINISHED

How this triple was built (2 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: Danubian frontier | Statement: [Roman civil wars of the 3rd century, hasLocation, Danubian frontier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Danubian frontier
Context triple: [Roman civil wars of the 3rd century, hasLocation, Danubian frontier]
  • A. Danubian frontier chosen
    The Danubian frontier was a key defensive and military boundary of the Roman Empire along the Danube River, guarding its central and eastern European provinces from external threats.
  • B. Transylvanian Military Frontier
    The Transylvanian Military Frontier was a militarized border zone of the Habsburg Monarchy in Transylvania, organized for defense against the Ottoman Empire and settled by communities with special military obligations.
  • C. Hungarian–Ottoman frontier
    The Hungarian–Ottoman frontier was the militarized border zone between the Habsburg Kingdom of Hungary and the Ottoman Empire, marked by frequent skirmishes, sieges, and shifting control from the 16th to 17th centuries.
  • D. Rhine frontier
    The Rhine frontier was the militarized boundary of the Roman Empire along the River Rhine, serving as a key defensive line and staging ground for campaigns into Germania.
  • E. Austrian Empire–Russian Empire border
    The Austrian Empire–Russian Empire border was the historical frontier separating Habsburg and Russian territories in Central and Eastern Europe, notably running along the Zbruch River in what is now western Ukraine.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d85ccd575081908909b71a3f3e3a61 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e2140388190a8df7b835eaa72ce completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4c4767e48190a180062688cdc245 completed May 9, 2026, 3:01 p.m.
Created at: April 10, 2026, 4:10 a.m.