Triple

T9623022
Position Surface form Disambiguated ID Type / Status
Subject Lombard–Byzantine wars E232390 entity
Predicate hasPart P35 FINISHED
Object Byzantine–Lombard conflict in the Duchy of Rome
The Byzantine–Lombard conflict in the Duchy of Rome was a regional phase of the broader Lombard–Byzantine wars, marked by struggles between the Eastern Roman Empire and the Lombard kingdom for control and influence over the strategically vital territory surrounding Rome.
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: Byzantine–Lombard conflict in the Duchy of Rome | Statement: [Lombard–Byzantine wars, hasPart, Byzantine–Lombard conflict in the Duchy of Rome]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Byzantine–Lombard conflict in the Duchy of Rome
Context triple: [Lombard–Byzantine wars, hasPart, Byzantine–Lombard conflict in the Duchy of Rome]
  • A. 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.
  • B. Byzantine–Ostrogothic conflicts
    The Byzantine–Ostrogothic conflicts were a series of wars in the 6th century between the Eastern Roman (Byzantine) Empire and the Ostrogothic Kingdom in Italy, culminating in the Byzantine reconquest of the Italian peninsula.
  • C. Frankish–Lombard War
    The Frankish–Lombard War was an 8th-century conflict in which Charlemagne’s Frankish kingdom defeated the Lombard Kingdom in Italy, leading to the collapse of Lombard rule and the expansion of Frankish and papal power.
  • D. Gepid–Lombard wars
    The Gepid–Lombard wars were a series of 6th-century conflicts in the Carpathian Basin between the Lombards and the Gepids that reshaped power dynamics in the region and paved the way for the Lombard invasion of Italy.
  • E. Battle of Ravenna
    The Battle of Ravenna was a major 1512 clash during the Italian Wars in which French forces won a costly victory over a Spanish-papal army, marking one of the bloodiest engagements of the conflict.
  • 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: Byzantine–Lombard conflict in the Duchy of Rome
Triple: [Lombard–Byzantine wars, hasPart, Byzantine–Lombard conflict in the Duchy of Rome]
Generated description
The Byzantine–Lombard conflict in the Duchy of Rome was a regional phase of the broader Lombard–Byzantine wars, marked by struggles between the Eastern Roman Empire and the Lombard kingdom for control and influence over the strategically vital territory surrounding Rome.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Byzantine–Lombard conflict in the Duchy of Rome
Target entity description: The Byzantine–Lombard conflict in the Duchy of Rome was a regional phase of the broader Lombard–Byzantine wars, marked by struggles between the Eastern Roman Empire and the Lombard kingdom for control and influence over the strategically vital territory surrounding Rome.
  • A. Lombard–Byzantine wars chosen
    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.
  • B. Byzantine–Ostrogothic conflicts
    The Byzantine–Ostrogothic conflicts were a series of wars in the 6th century between the Eastern Roman (Byzantine) Empire and the Ostrogothic Kingdom in Italy, culminating in the Byzantine reconquest of the Italian peninsula.
  • C. Frankish–Lombard War
    The Frankish–Lombard War was an 8th-century conflict in which Charlemagne’s Frankish kingdom defeated the Lombard Kingdom in Italy, leading to the collapse of Lombard rule and the expansion of Frankish and papal power.
  • D. Gepid–Lombard wars
    The Gepid–Lombard wars were a series of 6th-century conflicts in the Carpathian Basin between the Lombards and the Gepids that reshaped power dynamics in the region and paved the way for the Lombard invasion of Italy.
  • E. Battle of Ravenna
    The Battle of Ravenna was a major 1512 clash during the Italian Wars in which French forces won a costly victory over a Spanish-papal army, marking one of the bloodiest engagements of the conflict.
  • 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_69ca848793ec8190a93a12383a754dc0 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9ad650a4819096258665bc3f410b completed April 1, 2026, 10:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c3fd3a2c81909a19aafd70b3c150 completed April 5, 2026, 2:07 a.m.
NEDg Description generation batch_69d1c4b07cec8190a2e6c49efad3a841 completed April 5, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_69d1c547a9808190b96face03c4203b0 completed April 5, 2026, 2:13 a.m.
Created at: March 30, 2026, 8:10 p.m.