Triple

T5364617
Position Surface form Disambiguated ID Type / Status
Subject Norman–Byzantine conflicts E103099 entity
Predicate hasPart P35 FINISHED
Object Second Norman invasion of the Balkans
The Second Norman invasion of the Balkans was a late 11th-century military campaign in which Norman forces from southern Italy attacked and temporarily captured key Byzantine territories in the western Balkans.
E515966 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: Second Norman invasion of the Balkans | Statement: [Norman–Byzantine conflicts, hasPart, Second Norman invasion of the Balkans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Second Norman invasion of the Balkans
Context triple: [Norman–Byzantine conflicts, hasPart, Second Norman invasion of the Balkans]
  • A. Balkan Campaign
    The Balkan Campaign was a series of World War II military operations in southeastern Europe, primarily involving Axis invasions of Yugoslavia and Greece in 1941.
  • 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. Serbo-Bulgarian War
    The Serbo-Bulgarian War was a brief 1885 conflict in the Balkans between Serbia and the newly unified Bulgaria that helped establish Bulgaria’s military reputation and reshape regional power dynamics.
  • D. Gothic War
    The Gothic War was a series of late Roman-era conflicts between the Eastern Roman Empire and various Gothic peoples that significantly weakened imperial power and reshaped the balance of forces in Europe.
  • E. Vardar Offensive
    The Vardar Offensive was a major Allied military campaign in September 1918 on the Macedonian front that broke Bulgarian lines and hastened the end of World War I in the Balkans.
  • 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: Second Norman invasion of the Balkans
Triple: [Norman–Byzantine conflicts, hasPart, Second Norman invasion of the Balkans]
Generated description
The Second Norman invasion of the Balkans was a late 11th-century military campaign in which Norman forces from southern Italy attacked and temporarily captured key Byzantine territories in the western Balkans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Second Norman invasion of the Balkans
Target entity description: The Second Norman invasion of the Balkans was a late 11th-century military campaign in which Norman forces from southern Italy attacked and temporarily captured key Byzantine territories in the western Balkans.
  • A. Balkan Campaign
    The Balkan Campaign was a series of World War II military operations in southeastern Europe, primarily involving Axis invasions of Yugoslavia and Greece in 1941.
  • 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. Serbo-Bulgarian War
    The Serbo-Bulgarian War was a brief 1885 conflict in the Balkans between Serbia and the newly unified Bulgaria that helped establish Bulgaria’s military reputation and reshape regional power dynamics.
  • D. Gothic War
    The Gothic War was a series of late Roman-era conflicts between the Eastern Roman Empire and various Gothic peoples that significantly weakened imperial power and reshaped the balance of forces in Europe.
  • E. Vardar Offensive
    The Vardar Offensive was a major Allied military campaign in September 1918 on the Macedonian front that broke Bulgarian lines and hastened the end of World War I in the Balkans.
  • 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_69bd43daa3e4819090b59d127db70e57 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd865d42508190a1a96121674c1020 completed March 20, 2026, 5:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf29205b188190a19cacbded1d5418 completed March 21, 2026, 11:26 p.m.
NEDg Description generation batch_69bf2a09891c81908509695a41d1aa02 completed March 21, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_69bf2ad48fc48190bb0c7de4df879c3b completed March 21, 2026, 11:33 p.m.
Created at: March 20, 2026, 2:02 p.m.