Triple
T9623015
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lombard–Byzantine wars |
E232390
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Byzantine–Lombard conflict in Ravenna
The Byzantine–Lombard conflict in Ravenna was a key episode in the broader struggle between the Eastern Roman (Byzantine) Empire and the Lombards for control of northern Italy, centered on the strategically vital city of Ravenna.
|
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 Ravenna | Statement: [Lombard–Byzantine wars, hasPart, Byzantine–Lombard conflict in Ravenna]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Byzantine–Lombard conflict in Ravenna Context triple: [Lombard–Byzantine wars, hasPart, Byzantine–Lombard conflict in Ravenna]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Lombard invasion of Italy
The Lombard invasion of Italy was the 6th-century migration and military campaign by the Germanic Lombards that led to their conquest of much of the Italian peninsula and the establishment of the Kingdom of the Lombards.
- 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 Ravenna Triple: [Lombard–Byzantine wars, hasPart, Byzantine–Lombard conflict in Ravenna]
Generated description
The Byzantine–Lombard conflict in Ravenna was a key episode in the broader struggle between the Eastern Roman (Byzantine) Empire and the Lombards for control of northern Italy, centered on the strategically vital city of Ravenna.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Byzantine–Lombard conflict in Ravenna Target entity description: The Byzantine–Lombard conflict in Ravenna was a key episode in the broader struggle between the Eastern Roman (Byzantine) Empire and the Lombards for control of northern Italy, centered on the strategically vital city of Ravenna.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Lombard invasion of Italy
The Lombard invasion of Italy was the 6th-century migration and military campaign by the Germanic Lombards that led to their conquest of much of the Italian peninsula and the establishment of the Kingdom of the Lombards.
- 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_69d1797386d88190bc1d9309ecc1b4fb |
completed | April 4, 2026, 8:49 p.m. |
| NEDg | Description generation | batch_69d17a0d603881908066d61fff1d2fda |
completed | April 4, 2026, 8:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d17a769b608190b49ad82b35cf1b44 |
completed | April 4, 2026, 8:54 p.m. |
Created at: March 30, 2026, 8:10 p.m.