Triple

T23413366
Position Surface form Disambiguated ID Type / Status
Subject Ulpiana E560138 entity
Predicate sufferedEvent P15089 FINISHED
Object Hunnic invasions NE NERFINISHED

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 invasions | Statement: [Ulpiana, sufferedEvent, Hunnic invasions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hunnic invasions
Context triple: [Ulpiana, sufferedEvent, Hunnic invasions]
  • A. Hunnic invasions of the Balkans chosen
    The Hunnic invasions of the Balkans were a series of devastating 4th- and 5th-century incursions by Hunnic forces into Roman Balkan provinces that destabilized the region and pressured the late Roman Empire.
  • B. 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.
  • C. Cimmerian invasion
    The Cimmerian invasion was a series of raids and incursions by the nomadic Cimmerian people into Anatolia and surrounding regions in the 8th–7th centuries BCE, contributing to the downfall of several ancient kingdoms.
  • D. Turko-Afghan invasions
    The Turko-Afghan invasions were a series of medieval military campaigns by Turkic and Afghan rulers that led to the conquest of large parts of the Indian subcontinent and the establishment of enduring Islamic dynasties there.
  • E. Parthian invasion
    The Parthian invasion was a 1st-century BCE military intervention by the Parthian Empire into Judea that reshaped the region’s political landscape and contributed to the downfall of Hasmonean ruler Hyrcanus II.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e2454b3a5881909c64773dc8a5d289 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1a513502881909f33a43bfd5e63a7 completed April 29, 2026, 6:28 a.m.
Created at: April 17, 2026, 5:39 p.m.