Triple

T2020126
Position Surface form Disambiguated ID Type / Status
Subject Kingdom of the Lombards E44084 entity
Predicate conflict P12 FINISHED
Object Lombard–Byzantine wars
The Lombard–Byzantine wars were a series of early medieval conflicts in Italy between the Germanic Lombards and the Eastern Roman (Byzantine) Empire over control of former Western Roman territories.
E232390 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: Lombard–Byzantine wars | Statement: [Kingdom of the Lombards, conflict, Lombard–Byzantine wars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lombard–Byzantine wars
Context triple: [Kingdom of the Lombards, conflict, Lombard–Byzantine wars]
  • A. Arab–Byzantine wars
    The Arab–Byzantine wars were a series of protracted military conflicts between the early Islamic caliphates and the Byzantine Empire that shaped the political and religious landscape of the Eastern Mediterranean and Near East from the 7th to the 11th centuries.
  • B. Lazic War
    The Lazic War was a protracted 6th-century conflict between the Eastern Roman (Byzantine) Empire and the Sasanian Persian Empire over control of the strategically vital kingdom of Lazica in the Caucasus region.
  • C. Byzantine–Bulgarian wars
    The Byzantine–Bulgarian wars were a series of medieval conflicts between the Byzantine Empire and the Bulgarian states that shaped the political and territorial balance of power in the Balkans.
  • 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. Norman–Byzantine conflicts
    The Norman–Byzantine conflicts were a series of 11th–12th century military confrontations in which Norman adventurers and rulers, particularly from southern Italy, challenged and encroached upon the territories and authority of the Byzantine Empire.
  • 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: Lombard–Byzantine wars
Triple: [Kingdom of the Lombards, conflict, Lombard–Byzantine wars]
Generated description
The Lombard–Byzantine wars were a series of early medieval conflicts in Italy between the Germanic Lombards and the Eastern Roman (Byzantine) Empire over control of former Western Roman territories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lombard–Byzantine wars
Target entity description: The Lombard–Byzantine wars were a series of early medieval conflicts in Italy between the Germanic Lombards and the Eastern Roman (Byzantine) Empire over control of former Western Roman territories.
  • A. Arab–Byzantine wars
    The Arab–Byzantine wars were a series of protracted military conflicts between the early Islamic caliphates and the Byzantine Empire that shaped the political and religious landscape of the Eastern Mediterranean and Near East from the 7th to the 11th centuries.
  • B. Lazic War
    The Lazic War was a protracted 6th-century conflict between the Eastern Roman (Byzantine) Empire and the Sasanian Persian Empire over control of the strategically vital kingdom of Lazica in the Caucasus region.
  • C. Byzantine–Bulgarian wars
    The Byzantine–Bulgarian wars were a series of medieval conflicts between the Byzantine Empire and the Bulgarian states that shaped the political and territorial balance of power in the Balkans.
  • 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. Norman–Byzantine conflicts
    The Norman–Byzantine conflicts were a series of 11th–12th century military confrontations in which Norman adventurers and rulers, particularly from southern Italy, challenged and encroached upon the territories and authority of the Byzantine Empire.
  • 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_69a8891201bc8190aca837be6de41579 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb8d0bcbc8190bbbb726ecae1c51b completed March 7, 2026, 5:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae270a8cd88190a17839c345424ccd completed March 9, 2026, 1:48 a.m.
NEDg Description generation batch_69ae2b7b71b081908eaad6e8ec929da8 completed March 9, 2026, 2:07 a.m.
NED2 Entity disambiguation (via description) batch_69ae2be15d288190a4a3b89e7a186328 completed March 9, 2026, 2:09 a.m.
Created at: March 4, 2026, 7:38 p.m.