Triple

T5364620
Position Surface form Disambiguated ID Type / Status
Subject Norman–Byzantine conflicts E103099 entity
Predicate hasPart P35 FINISHED
Object Norman invasion of 1081–1085
The Norman invasion of 1081–1085 was a major military campaign in which Norman forces under Robert Guiscard and his son Bohemond I attacked the Byzantine Empire in the western Balkans, threatening imperial control in the region.
E441251 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: Norman invasion of 1081–1085 | Statement: [Norman–Byzantine conflicts, hasPart, Norman invasion of 1081–1085]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Norman invasion of 1081–1085
Context triple: [Norman–Byzantine conflicts, hasPart, Norman invasion of 1081–1085]
  • A. Norman invasion of Ireland
    The Norman invasion of Ireland was a 12th-century military and political conquest by Anglo-Norman forces that initiated centuries of English involvement and dominance in Irish affairs.
  • B. Norman Conquest of England
    The Norman Conquest of England was the 11th-century invasion and subsequent occupation of England by William the Conqueror and his Norman forces, which fundamentally transformed the country’s ruling elite, language, and governance.
  • C. Norman expansion
    The Norman expansion was a series of military conquests and political consolidations by the Normans across Europe and the Mediterranean during the 11th and 12th centuries, including their advances into England, southern Italy, and the Levant.
  • D. Norman conquest of southern Italy
    The Norman conquest of southern Italy was an 11th-century series of military campaigns by Norman adventurers that led to their control over much of southern Italy and Sicily, reshaping the region’s political and cultural landscape.
  • E. Danish conquest of England
    The Danish conquest of England was the early 11th-century takeover of the English throne by Danish kings, culminating in Cnut the Great’s rule over a North Sea 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: Norman invasion of 1081–1085
Triple: [Norman–Byzantine conflicts, hasPart, Norman invasion of 1081–1085]
Generated description
The Norman invasion of 1081–1085 was a major military campaign in which Norman forces under Robert Guiscard and his son Bohemond I attacked the Byzantine Empire in the western Balkans, threatening imperial control in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Norman invasion of 1081–1085
Target entity description: The Norman invasion of 1081–1085 was a major military campaign in which Norman forces under Robert Guiscard and his son Bohemond I attacked the Byzantine Empire in the western Balkans, threatening imperial control in the region.
  • A. Norman invasion of Ireland
    The Norman invasion of Ireland was a 12th-century military and political conquest by Anglo-Norman forces that initiated centuries of English involvement and dominance in Irish affairs.
  • B. Norman Conquest of England
    The Norman Conquest of England was the 11th-century invasion and subsequent occupation of England by William the Conqueror and his Norman forces, which fundamentally transformed the country’s ruling elite, language, and governance.
  • C. Norman expansion chosen
    The Norman expansion was a series of military conquests and political consolidations by the Normans across Europe and the Mediterranean during the 11th and 12th centuries, including their advances into England, southern Italy, and the Levant.
  • D. Norman conquest of southern Italy
    The Norman conquest of southern Italy was an 11th-century series of military campaigns by Norman adventurers that led to their control over much of southern Italy and Sicily, reshaping the region’s political and cultural landscape.
  • E. Danish conquest of England
    The Danish conquest of England was the early 11th-century takeover of the English throne by Danish kings, culminating in Cnut the Great’s rule over a North Sea empire.
  • 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_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_69bf21f5b4f48190b23b63c9dd9d90d9 completed March 21, 2026, 10:55 p.m.
NEDg Description generation batch_69bf227781bc819083b8aba59618cc46 completed March 21, 2026, 10:57 p.m.
NED2 Entity disambiguation (via description) batch_69bf231d41848190b67de46bdbb38ab3 completed March 21, 2026, 11 p.m.
Created at: March 20, 2026, 2:02 p.m.