Triple

T1906733
Position Surface form Disambiguated ID Type / Status
Subject Palaiologos dynasty E38020 entity
Predicate member P10 FINISHED
Object John VI Kantakouzenos
John VI Kantakouzenos was a 14th-century Byzantine emperor, statesman, and historian who played a central role in the civil wars and political turmoil of the late Byzantine Empire.
E343338 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: John VI Kantakouzenos | Statement: [Palaiologos dynasty, member, John VI Kantakouzenos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John VI Kantakouzenos
Context triple: [Palaiologos dynasty, member, John VI Kantakouzenos]
  • A. Manuel Kantakouzenos
    Manuel Kantakouzenos was a 14th-century Byzantine prince and military leader who became the first ruler of the Despotate of the Morea in the Peloponnese.
  • B. Constantine Palaiologos
    Constantine Palaiologos was the last Byzantine emperor, remembered for his defense and death during the fall of Constantinople in 1453.
  • C. Michael VIII Palaiologos
    Michael VIII Palaiologos was a 13th-century Byzantine emperor best known for restoring the Byzantine Empire by recapturing Constantinople in 1261 and establishing the Palaiologan dynasty.
  • D. John V Palaiologos
    John V Palaiologos was a 14th-century Byzantine emperor whose long and turbulent reign was marked by civil wars, territorial losses, and increasing dependence on Western powers.
  • E. Andronikos II Palaiologos
    Andronikos II Palaiologos was a Byzantine emperor who ruled from 1282 to 1328, overseeing a period of political decline and economic difficulty for 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: John VI Kantakouzenos
Triple: [Palaiologos dynasty, member, John VI Kantakouzenos]
Generated description
John VI Kantakouzenos was a 14th-century Byzantine emperor, statesman, and historian who played a central role in the civil wars and political turmoil of the late Byzantine Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John VI Kantakouzenos
Target entity description: John VI Kantakouzenos was a 14th-century Byzantine emperor, statesman, and historian who played a central role in the civil wars and political turmoil of the late Byzantine Empire.
  • A. Manuel Kantakouzenos
    Manuel Kantakouzenos was a 14th-century Byzantine prince and military leader who became the first ruler of the Despotate of the Morea in the Peloponnese.
  • B. Constantine Palaiologos
    Constantine Palaiologos was the last Byzantine emperor, remembered for his defense and death during the fall of Constantinople in 1453.
  • C. Michael VIII Palaiologos
    Michael VIII Palaiologos was a 13th-century Byzantine emperor best known for restoring the Byzantine Empire by recapturing Constantinople in 1261 and establishing the Palaiologan dynasty.
  • D. John V Palaiologos
    John V Palaiologos was a 14th-century Byzantine emperor whose long and turbulent reign was marked by civil wars, territorial losses, and increasing dependence on Western powers.
  • E. Andronikos II Palaiologos
    Andronikos II Palaiologos was a Byzantine emperor who ruled from 1282 to 1328, overseeing a period of political decline and economic difficulty for 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_69a8862a26088190aae5243695aeefc0 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb1b3217081909004ad7f687b4216 completed March 7, 2026, 5:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69b2e7fbc76c8190a66110203d53f055 completed March 12, 2026, 4:21 p.m.
NEDg Description generation batch_69b2e8a5f70c8190a8739c7adb900461 completed March 12, 2026, 4:24 p.m.
NED2 Entity disambiguation (via description) batch_69b2e916b5708190b5cba6fa7b434dcb completed March 12, 2026, 4:25 p.m.
Created at: March 4, 2026, 7:35 p.m.