Triple

T610933
Position Surface form Disambiguated ID Type / Status
Subject Byzantine Empire E12095 entity
Predicate dynasty P1547 FINISHED
Object Macedonian dynasty
The Macedonian dynasty was a ruling family of the Byzantine Empire (867–1056) under which the empire experienced a major political, military, and cultural revival often called the Macedonian Renaissance.
E76921 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: Macedonian dynasty | Statement: [Byzantine Empire, dynasty, Macedonian dynasty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Macedonian dynasty
Context triple: [Byzantine Empire, dynasty, Macedonian dynasty]
  • A. 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.
  • B. Heraclian dynasty
    The Heraclian dynasty was a ruling family of the Byzantine Empire (610–711) best known for Emperor Heraclius, who reorganized the empire’s administration and military while confronting major Persian and early Islamic expansions.
  • C. Argead dynasty
    The Argead dynasty was the ancient Macedonian royal house that ruled Macedon and produced its most famous king, Alexander the Great.
  • D. Justinian dynasty
    The Justinian dynasty was a ruling family of the Byzantine Empire in the 6th century, best known for Emperor Justinian I, who oversaw major territorial reconquests, legal codification, and architectural achievements like the Hagia Sophia.
  • E. Constantinian dynasty
    The Constantinian dynasty was the ruling family of the Roman Empire in the early 4th century, founded by Emperor Constantine the Great and noted for its pivotal role in the Christianization and reorganization of the 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: Macedonian dynasty
Triple: [Byzantine Empire, dynasty, Macedonian dynasty]
Generated description
The Macedonian dynasty was a ruling family of the Byzantine Empire (867–1056) under which the empire experienced a major political, military, and cultural revival often called the Macedonian Renaissance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Macedonian dynasty
Target entity description: The Macedonian dynasty was a ruling family of the Byzantine Empire (867–1056) under which the empire experienced a major political, military, and cultural revival often called the Macedonian Renaissance.
  • A. 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.
  • B. Heraclian dynasty
    The Heraclian dynasty was a ruling family of the Byzantine Empire (610–711) best known for Emperor Heraclius, who reorganized the empire’s administration and military while confronting major Persian and early Islamic expansions.
  • C. Argead dynasty
    The Argead dynasty was the ancient Macedonian royal house that ruled Macedon and produced its most famous king, Alexander the Great.
  • D. Justinian dynasty
    The Justinian dynasty was a ruling family of the Byzantine Empire in the 6th century, best known for Emperor Justinian I, who oversaw major territorial reconquests, legal codification, and architectural achievements like the Hagia Sophia.
  • E. Constantinian dynasty
    The Constantinian dynasty was the ruling family of the Roman Empire in the early 4th century, founded by Emperor Constantine the Great and noted for its pivotal role in the Christianization and reorganization of the empire.
  • 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_69a493309df48190a327f748e88049a6 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49df7c088819082eb70de4f0f4fbf completed March 1, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5554937a081909967f5298dbe1082 completed March 2, 2026, 9:15 a.m.
NEDg Description generation batch_69a555c1f9b88190a2bd85c41fcb6c28 completed March 2, 2026, 9:17 a.m.
NED2 Entity disambiguation (via description) batch_69a55841f3448190823d3bb5361077ab completed March 2, 2026, 9:28 a.m.
Created at: March 1, 2026, 7:35 p.m.