Triple

T14662139
Position Surface form Disambiguated ID Type / Status
Subject Late Roman–Hunnic conflicts E344270 entity
Predicate relatedTo P37 FINISHED
Object Barbarian invasions E42534 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: Barbarian invasions | Statement: [Late Roman–Hunnic conflicts, relatedTo, Barbarian invasions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barbarian invasions
Context triple: [Late Roman–Hunnic conflicts, relatedTo, Barbarian invasions]
  • A. Roman–Germanic wars
    The Roman–Germanic wars were a series of protracted military conflicts between the Roman Empire and various Germanic tribes that shaped the political and cultural landscape of ancient Europe.
  • B. Saxon Wars
    The Saxon Wars were a series of late 8th- and early 9th-century campaigns in which Charlemagne and the Frankish Empire fought to conquer and Christianize the pagan Saxon tribes in northern Germany.
  • C. Fall of the Western Roman Empire chosen
    The Fall of the Western Roman Empire was the gradual decline and eventual collapse of Roman imperial authority in the West during the 5th century, marked by internal decay, barbarian invasions, and the deposition of the last Western emperor in 476 CE.
  • D. Hunnic invasions of Gaul
    The Hunnic invasions of Gaul were a series of 5th-century military campaigns led by Attila the Hun that threatened Roman and barbarian territories in Western Europe and culminated in major clashes with Roman-allied forces.
  • E. Roman conquest of Germania
    The Roman conquest of Germania was a series of military campaigns during the late first century BC and early first century AD in which the Roman Empire attempted to subdue and annex the Germanic territories east of the Rhine, ultimately failing to establish lasting control beyond the river.
  • 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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb51c84448190a1f5fa9ab8a1e2c4 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5e28f848190a3d686bc11336601 completed May 8, 2026, 12:24 p.m.
Created at: April 10, 2026, 1:27 a.m.