Triple

T16912433
Position Surface form Disambiguated ID Type / Status
Subject Battle of Kleidion E410233 entity
Predicate relatedConflict P12 FINISHED
Object Byzantine reconquest of the Balkans
The Byzantine reconquest of the Balkans was a late 10th–early 11th century military campaign in which the Byzantine Empire gradually reasserted control over Balkan territories, culminating in the defeat of the First Bulgarian Empire and the restoration of imperial authority in the region.
E1239811 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 reconquest of the Balkans | Statement: [Battle of Kleidion, relatedConflict, Byzantine reconquest of the Balkans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Byzantine reconquest of the Balkans
Context triple: [Battle of Kleidion, relatedConflict, Byzantine reconquest of the Balkans]
  • A. Byzantine reconquest of eastern Anatolia
    The Byzantine reconquest of eastern Anatolia was a 9th–10th century military resurgence in which the Byzantine Empire gradually recovered territories in eastern Asia Minor from Arab control, restoring imperial authority and reshaping the region’s political and religious landscape.
  • B. Byzantine reconquest of the Peloponnese
    The Byzantine reconquest of the Peloponnese was a 13th–15th century campaign in which the restored Byzantine Empire gradually recovered the Morea from Latin Crusader states, notably the Principality of Achaea.
  • C. Justinianic reconquests
    The Justinianic reconquests were a series of 6th-century military campaigns under Byzantine Emperor Justinian I that temporarily restored much of the former Western Roman Empire by reclaiming territories such as North Africa, Italy, and parts of Spain.
  • D. Ottoman conquest of Bulgaria
    The Ottoman conquest of Bulgaria was the late 14th–early 15th century series of campaigns through which the Ottoman Empire subjugated and annexed the medieval Bulgarian states, ending their independence and integrating their territories into the Ottoman realm.
  • E. 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.
  • 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 reconquest of the Balkans
Triple: [Battle of Kleidion, relatedConflict, Byzantine reconquest of the Balkans]
Generated description
The Byzantine reconquest of the Balkans was a late 10th–early 11th century military campaign in which the Byzantine Empire gradually reasserted control over Balkan territories, culminating in the defeat of the First Bulgarian Empire and the restoration of imperial authority in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Byzantine reconquest of the Balkans
Target entity description: The Byzantine reconquest of the Balkans was a late 10th–early 11th century military campaign in which the Byzantine Empire gradually reasserted control over Balkan territories, culminating in the defeat of the First Bulgarian Empire and the restoration of imperial authority in the region.
  • A. Byzantine reconquest of eastern Anatolia
    The Byzantine reconquest of eastern Anatolia was a 9th–10th century military resurgence in which the Byzantine Empire gradually recovered territories in eastern Asia Minor from Arab control, restoring imperial authority and reshaping the region’s political and religious landscape.
  • B. Byzantine reconquest of the Peloponnese
    The Byzantine reconquest of the Peloponnese was a 13th–15th century campaign in which the restored Byzantine Empire gradually recovered the Morea from Latin Crusader states, notably the Principality of Achaea.
  • C. Justinianic reconquests
    The Justinianic reconquests were a series of 6th-century military campaigns under Byzantine Emperor Justinian I that temporarily restored much of the former Western Roman Empire by reclaiming territories such as North Africa, Italy, and parts of Spain.
  • D. Ottoman conquest of Bulgaria
    The Ottoman conquest of Bulgaria was the late 14th–early 15th century series of campaigns through which the Ottoman Empire subjugated and annexed the medieval Bulgarian states, ending their independence and integrating their territories into the Ottoman realm.
  • E. 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.
  • 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_69d886c7b1e481908c3766dfa8c13458 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3ca3e6b9481909fbaeb0bddd7e3b2 completed April 18, 2026, 6:15 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c7bb4ac481909318d3d61a2d10e1 completed May 10, 2026, 6 p.m.
NEDg Description generation batch_6a00c8c9c78481908e503977d47f7c1f completed May 10, 2026, 6:04 p.m.
NED2 Entity disambiguation (via description) batch_6a00c9d1c6a0819083635b8246cc82e7 completed May 10, 2026, 6:09 p.m.
Created at: April 10, 2026, 5:30 a.m.