Triple

T284696
Position Surface form Disambiguated ID Type / Status
Subject Constantine XI Palaiologos E5862 entity
Predicate father P120 FINISHED
Object Manuel II Palaiologos
Manuel II Palaiologos was a Byzantine emperor (r. 1391–1425) known for his efforts to defend the shrinking empire against the Ottomans and for his intellectual and theological writings.
E38664 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: Manuel II Palaiologos | Statement: [Constantine XI Palaiologos, father, Manuel II Palaiologos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manuel II Palaiologos
Context triple: [Constantine XI Palaiologos, father, Manuel II Palaiologos]
  • A. John VIII Palaiologos
    John VIII Palaiologos was a Byzantine emperor who ruled during the empire’s final decades, noted for his efforts to secure Western support against the advancing Ottoman Turks.
  • B. Constantine XI Palaiologos
    Constantine XI Palaiologos was the final Byzantine emperor, renowned for his valiant but ultimately doomed defense of Constantinople against the Ottoman conquest in 1453.
  • C. Palaiologos dynasty
    The Palaiologos dynasty was the last ruling imperial family of the Byzantine Empire, governing from 1259 until the fall of Constantinople in 1453.
  • D. Despot of the Morea
    The Despot of the Morea was a late Byzantine provincial ruler governing the Peloponnese region (Morea) as an appanage of the imperial family.
  • E. Justinian I
    Justinian I was a 6th-century Byzantine emperor renowned for his ambitious reconquest of former Western Roman territories and his comprehensive codification of Roman law, which became the foundation of much of later European legal tradition.
  • 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: Manuel II Palaiologos
Triple: [Constantine XI Palaiologos, father, Manuel II Palaiologos]
Generated description
Manuel II Palaiologos was a Byzantine emperor (r. 1391–1425) known for his efforts to defend the shrinking empire against the Ottomans and for his intellectual and theological writings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manuel II Palaiologos
Target entity description: Manuel II Palaiologos was a Byzantine emperor (r. 1391–1425) known for his efforts to defend the shrinking empire against the Ottomans and for his intellectual and theological writings.
  • A. John VIII Palaiologos
    John VIII Palaiologos was a Byzantine emperor who ruled during the empire’s final decades, noted for his efforts to secure Western support against the advancing Ottoman Turks.
  • B. Constantine XI Palaiologos
    Constantine XI Palaiologos was the final Byzantine emperor, renowned for his valiant but ultimately doomed defense of Constantinople against the Ottoman conquest in 1453.
  • C. Palaiologos dynasty
    The Palaiologos dynasty was the last ruling imperial family of the Byzantine Empire, governing from 1259 until the fall of Constantinople in 1453.
  • D. Despot of the Morea
    The Despot of the Morea was a late Byzantine provincial ruler governing the Peloponnese region (Morea) as an appanage of the imperial family.
  • E. Justinian I
    Justinian I was a 6th-century Byzantine emperor renowned for his ambitious reconquest of former Western Roman territories and his comprehensive codification of Roman law, which became the foundation of much of later European legal tradition.
  • 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_69a25946a7ac8190a78871c210213272 completed Feb. 28, 2026, 2:56 a.m.
NER Named-entity recognition batch_69a25e2aba74819093eddd8d820260c0 completed Feb. 28, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3ab9e277c81909b75bbeaa6c818a2 completed March 1, 2026, 2:59 a.m.
NEDg Description generation batch_69a3ac2debc88190b589d24b7614af41 completed March 1, 2026, 3:02 a.m.
NED2 Entity disambiguation (via description) batch_69a3ac7df11c8190a6a65d3a1be62f25 completed March 1, 2026, 3:03 a.m.
Created at: Feb. 28, 2026, 3:02 a.m.