Triple

T3276078
Position Surface form Disambiguated ID Type / Status
Subject Battle of the Catalaunian Plains E68760 entity
Predicate partOf P40 FINISHED
Object Late Roman–Hunnic conflicts
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.
E344270 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: Late Roman–Hunnic conflicts | Statement: [Battle of the Catalaunian Plains, partOf, Late Roman–Hunnic conflicts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Late Roman–Hunnic conflicts
Context triple: [Battle of the Catalaunian Plains, partOf, Late Roman–Hunnic conflicts]
  • 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. 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. Gothic War (376–382)
    The Gothic War (376–382) was a late 4th-century conflict between the Eastern Roman Empire and Gothic tribes that culminated in the catastrophic Roman defeat at the Battle of Adrianople and reshaped imperial-Gothic relations.
  • D. 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.
  • E. Byzantine–Visigothic conflicts
    The Byzantine–Visigothic conflicts were a series of 6th–7th century wars in the Iberian Peninsula between the Eastern Roman (Byzantine) Empire and the Visigothic Kingdom over territorial control and regional dominance.
  • 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: Late Roman–Hunnic conflicts
Triple: [Battle of the Catalaunian Plains, partOf, Late Roman–Hunnic conflicts]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Late Roman–Hunnic conflicts
Target entity description: 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.
  • 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. 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. Gothic War (376–382)
    The Gothic War (376–382) was a late 4th-century conflict between the Eastern Roman Empire and Gothic tribes that culminated in the catastrophic Roman defeat at the Battle of Adrianople and reshaped imperial-Gothic relations.
  • D. 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.
  • E. Byzantine–Visigothic conflicts
    The Byzantine–Visigothic conflicts were a series of 6th–7th century wars in the Iberian Peninsula between the Eastern Roman (Byzantine) Empire and the Visigothic Kingdom over territorial control and regional dominance.
  • 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_69ad859b54f881909bf530d549caf2fd completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0110f1c8190ae60708b686cbbf9 completed March 8, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e8462a0c8190aba2330da6c49ecf completed March 12, 2026, 4:22 p.m.
NEDg Description generation batch_69b2e9448fa881909001b6c39333359f completed March 12, 2026, 4:26 p.m.
NED2 Entity disambiguation (via description) batch_69b2e9a10e2c8190ba67635ae2425470 completed March 12, 2026, 4:28 p.m.
Created at: March 8, 2026, 3:10 p.m.