Triple

T8311605
Position Surface form Disambiguated ID Type / Status
Subject Kantakouzenos dynasty E194602 entity
Predicate notableMember P10 FINISHED
Object Demetrios Kantakouzenos
Demetrios Kantakouzenos was a prominent Byzantine nobleman and political figure from the influential Kantakouzenos dynasty.
E763853 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: Demetrios Kantakouzenos | Statement: [Kantakouzenos dynasty, notableMember, Demetrios Kantakouzenos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Demetrios Kantakouzenos
Context triple: [Kantakouzenos dynasty, notableMember, Demetrios 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. Kantakouzenos
    Kantakouzenos is the surname of a prominent Byzantine noble family that produced several high-ranking officials and emperors in the late Byzantine Empire.
  • C. 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.
  • D. 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.
  • E. Demetrios Palaiologos
    Demetrios Palaiologos was a 15th-century Byzantine prince and Despot of the Morea, known for his role in the final decades of the Byzantine Empire before its fall.
  • 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: Demetrios Kantakouzenos
Triple: [Kantakouzenos dynasty, notableMember, Demetrios Kantakouzenos]
Generated description
Demetrios Kantakouzenos was a prominent Byzantine nobleman and political figure from the influential Kantakouzenos dynasty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Demetrios Kantakouzenos
Target entity description: Demetrios Kantakouzenos was a prominent Byzantine nobleman and political figure from the influential Kantakouzenos dynasty.
  • 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. Kantakouzenos
    Kantakouzenos is the surname of a prominent Byzantine noble family that produced several high-ranking officials and emperors in the late Byzantine Empire.
  • C. 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.
  • D. 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.
  • E. Demetrios Palaiologos
    Demetrios Palaiologos was a 15th-century Byzantine prince and Despot of the Morea, known for his role in the final decades of the Byzantine Empire before its fall.
  • 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_69ca82e6e2648190a31eaf6f4f757b2a completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f504ca8819087fb1f731f7a7cfd completed March 31, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfab01c58c81909148dacad2dc7667 completed April 3, 2026, 11:56 a.m.
NEDg Description generation batch_69cfac76d0f8819090c2bff520db52f4 completed April 3, 2026, 12:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfad04e514819084bf30b8f026c031 completed April 3, 2026, 12:05 p.m.
Created at: March 30, 2026, 5:54 p.m.