Triple

T2055849
Position Surface form Disambiguated ID Type / Status
Subject Roman–Germanic wars E45671 entity
Predicate hasPart P35 FINISHED
Object Frankish–Roman conflicts
The Frankish–Roman conflicts were a series of late antiquity military and political struggles between the expanding Frankish tribes and the weakening Western Roman Empire that helped shape the transition from Roman to medieval European power structures.
E45671 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: Frankish–Roman conflicts | Statement: [Roman–Germanic wars, hasPart, Frankish–Roman conflicts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frankish–Roman conflicts
Context triple: [Roman–Germanic wars, hasPart, Frankish–Roman conflicts]
  • A. Visigothic–Roman conflicts
    The Visigothic–Roman conflicts were a series of late Roman Empire wars and tensions between the Visigothic tribes and Roman authorities that destabilized imperial control and culminated in events such as the 410 sack of Rome.
  • B. 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.
  • 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. Burgundian Wars
    The Burgundian Wars were a series of late 15th-century conflicts in which the Swiss Confederacy and its allies defeated the powerful Duchy of Burgundy, reshaping the political landscape of Western Europe.
  • E. 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.
  • 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: Frankish–Roman conflicts
Triple: [Roman–Germanic wars, hasPart, Frankish–Roman conflicts]
Generated description
The Frankish–Roman conflicts were a series of late antiquity military and political struggles between the expanding Frankish tribes and the weakening Western Roman Empire that helped shape the transition from Roman to medieval European power structures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frankish–Roman conflicts
Target entity description: The Frankish–Roman conflicts were a series of late antiquity military and political struggles between the expanding Frankish tribes and the weakening Western Roman Empire that helped shape the transition from Roman to medieval European power structures.
  • A. Visigothic–Roman conflicts
    The Visigothic–Roman conflicts were a series of late Roman Empire wars and tensions between the Visigothic tribes and Roman authorities that destabilized imperial control and culminated in events such as the 410 sack of Rome.
  • B. Roman–Germanic wars chosen
    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.
  • 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. Burgundian Wars
    The Burgundian Wars were a series of late 15th-century conflicts in which the Swiss Confederacy and its allies defeated the powerful Duchy of Burgundy, reshaping the political landscape of Western Europe.
  • E. 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.
  • F. None of above.

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_69a8891a19508190a12ef1e192308dcb completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9a9ce548190a5a3488fafb2e79e completed March 7, 2026, 5:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae200eb09881908bbfe47ebb62f55e completed March 9, 2026, 1:19 a.m.
NEDg Description generation batch_69ae20cb479c8190853d0d954af16887 completed March 9, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69ae21614e74819093617a355f0857c8 completed March 9, 2026, 1:24 a.m.
Created at: March 4, 2026, 7:40 p.m.