Triple

T2100945
Position Surface form Disambiguated ID Type / Status
Subject Byzantine–Ottoman wars E37089 entity
Predicate precededBy P97 FINISHED
Object Byzantine–Seljuk wars
The Byzantine–Seljuk wars were a series of medieval conflicts between the Byzantine Empire and the Seljuk Turks that led to major Byzantine territorial losses in Anatolia and helped set the stage for the Crusades.
E237302 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–Seljuk wars | Statement: [Byzantine–Ottoman wars, precededBy, Byzantine–Seljuk wars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Byzantine–Seljuk wars
Context triple: [Byzantine–Ottoman wars, precededBy, Byzantine–Seljuk wars]
  • A. Georgian–Seljuk wars
    The Georgian–Seljuk wars were a series of medieval conflicts in the 11th–13th centuries in which the Kingdom of Georgia fought the Seljuk Empire, leading to Georgia’s rise as a major regional Christian power in the Caucasus.
  • 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. 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.
  • D. 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.
  • E. 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.
  • 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–Seljuk wars
Triple: [Byzantine–Ottoman wars, precededBy, Byzantine–Seljuk wars]
Generated description
The Byzantine–Seljuk wars were a series of medieval conflicts between the Byzantine Empire and the Seljuk Turks that led to major Byzantine territorial losses in Anatolia and helped set the stage for the Crusades.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Byzantine–Seljuk wars
Target entity description: The Byzantine–Seljuk wars were a series of medieval conflicts between the Byzantine Empire and the Seljuk Turks that led to major Byzantine territorial losses in Anatolia and helped set the stage for the Crusades.
  • A. Georgian–Seljuk wars
    The Georgian–Seljuk wars were a series of medieval conflicts in the 11th–13th centuries in which the Kingdom of Georgia fought the Seljuk Empire, leading to Georgia’s rise as a major regional Christian power in the Caucasus.
  • 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. 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.
  • D. 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.
  • E. 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.
  • 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_69a8861828948190924aa30c08806b3a completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abbabb512c819087b1d5ec8ef11e63 completed March 7, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae518fb0b4819096a8ce455e22661a completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae523cdebc819088b94e67b5311527 completed March 9, 2026, 4:53 a.m.
NED2 Entity disambiguation (via description) batch_69ae52c56c5c8190bbdd2af3dde63374 completed March 9, 2026, 4:55 a.m.
Created at: March 4, 2026, 7:43 p.m.