Triple

T14662081
Position Surface form Disambiguated ID Type / Status
Subject Hunnic invasions of Gaul E344269 entity
Predicate conflict P12 FINISHED
Object Hunnic Wars E344270 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: Hunnic Wars | Statement: [Hunnic invasions of Gaul, conflict, Hunnic Wars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hunnic Wars
Context triple: [Hunnic invasions of Gaul, conflict, Hunnic Wars]
  • A. Roman–Sarmatian conflicts
    The Roman–Sarmatian conflicts were a series of military confrontations between the Roman Empire and the Sarmatian tribes along the Danube frontier, marked by cavalry warfare and recurring clashes over control of the Balkan and Pannonian regions.
  • B. Marcomannic Wars
    The Marcomannic Wars were a series of mid-2nd century conflicts in which the Roman Empire fought Germanic and other tribes along the Danube frontier, severely testing imperial military strength under Emperor Marcus Aurelius.
  • C. 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.
  • D. Isaurian War
    The Isaurian War was a late 5th-century conflict in the Eastern Roman Empire in which Emperor Zeno crushed a major rebellion by the Isaurian leaders who had once been his key supporters.
  • E. Late Roman–Hunnic conflicts chosen
    The Late Roman–Hunnic conflicts were a series of 4th- and 5th-century wars between the Western and Eastern Roman Empires and the Hunnic confederation that played a major role in the destabilization and eventual transformation of the late antique Roman world.
  • 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.