Triple

T871548
Position Surface form Disambiguated ID Type / Status
Subject Bohemond I of Antioch E18823 entity
Predicate conflict P12 FINISHED
Object Norman–Byzantine conflicts
The Norman–Byzantine conflicts were a series of 11th–12th century military confrontations in which Norman adventurers and rulers, particularly from southern Italy, challenged and encroached upon the territories and authority of the Byzantine Empire.
E103099 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–Byzantine conflicts | Statement: [Bohemond I of Antioch, conflict, Norman–Byzantine conflicts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Norman–Byzantine conflicts
Context triple: [Bohemond I of Antioch, conflict, Norman–Byzantine conflicts]
  • A. Arab–Byzantine wars
    The Arab–Byzantine wars were a series of protracted military conflicts between the early Islamic caliphates and the Byzantine Empire that shaped the political and religious landscape of the Eastern Mediterranean and Near East from the 7th to the 11th centuries.
  • B. Byzantine–Ottoman wars
    The Byzantine–Ottoman wars were a series of protracted conflicts between the Byzantine Empire and the rising Ottoman Empire that culminated in the fall of Constantinople in 1453 and the end of Byzantine rule.
  • C. Byzantine–Bulgarian wars
    The Byzantine–Bulgarian wars were a series of medieval conflicts between the Byzantine Empire and the Bulgarian states that shaped the political and territorial balance of power in the Balkans.
  • D. Saxon Wars
    The Saxon Wars were a series of late 8th- and early 9th-century campaigns in which Charlemagne and the Frankish Empire fought to conquer and Christianize the pagan Saxon tribes in northern Germany.
  • E. Long Turkish War
    The Long Turkish War was a protracted late 16th- to early 17th-century conflict between the Habsburg Monarchy (and its allies) and the Ottoman Empire, largely fought over control of territories in Central and Southeastern Europe.
  • 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–Byzantine conflicts
Triple: [Bohemond I of Antioch, conflict, Norman–Byzantine conflicts]
Generated description
The Norman–Byzantine conflicts were a series of 11th–12th century military confrontations in which Norman adventurers and rulers, particularly from southern Italy, challenged and encroached upon the territories and authority of the Byzantine Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Norman–Byzantine conflicts
Target entity description: The Norman–Byzantine conflicts were a series of 11th–12th century military confrontations in which Norman adventurers and rulers, particularly from southern Italy, challenged and encroached upon the territories and authority of the Byzantine Empire.
  • A. Arab–Byzantine wars
    The Arab–Byzantine wars were a series of protracted military conflicts between the early Islamic caliphates and the Byzantine Empire that shaped the political and religious landscape of the Eastern Mediterranean and Near East from the 7th to the 11th centuries.
  • B. Byzantine–Ottoman wars
    The Byzantine–Ottoman wars were a series of protracted conflicts between the Byzantine Empire and the rising Ottoman Empire that culminated in the fall of Constantinople in 1453 and the end of Byzantine rule.
  • C. Byzantine–Bulgarian wars
    The Byzantine–Bulgarian wars were a series of medieval conflicts between the Byzantine Empire and the Bulgarian states that shaped the political and territorial balance of power in the Balkans.
  • D. Saxon Wars
    The Saxon Wars were a series of late 8th- and early 9th-century campaigns in which Charlemagne and the Frankish Empire fought to conquer and Christianize the pagan Saxon tribes in northern Germany.
  • E. Long Turkish War
    The Long Turkish War was a protracted late 16th- to early 17th-century conflict between the Habsburg Monarchy (and its allies) and the Ottoman Empire, largely fought over control of territories in Central and Southeastern Europe.
  • 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_69a4938db1f081909bcd1ad2713b6096 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac96850881908a2d776685126137 completed March 1, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7b84dcf748190b20372fdc48d6766 completed March 4, 2026, 4:42 a.m.
NEDg Description generation batch_69a7b96c96e081909a126b182782ae6d completed March 4, 2026, 4:47 a.m.
NED2 Entity disambiguation (via description) batch_69a7ba44b79c8190b0ce8a430fe928e5 completed March 4, 2026, 4:51 a.m.
Created at: March 1, 2026, 7:39 p.m.