Triple

T8311606
Position Surface form Disambiguated ID Type / Status
Subject Kantakouzenos dynasty E194602 entity
Predicate notableMember P10 FINISHED
Object Irene Kantakouzene
Irene Kantakouzene was a Byzantine noblewoman of the influential Kantakouzenos family, known primarily for her dynastic connections within the late Byzantine aristocracy.
E726507 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: Irene Kantakouzene | Statement: [Kantakouzenos dynasty, notableMember, Irene Kantakouzene]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Irene Kantakouzene
Context triple: [Kantakouzenos dynasty, notableMember, Irene Kantakouzene]
  • A. Theodora Kantakouzene
    Theodora Kantakouzene was a Byzantine noblewoman from the influential Kantakouzenos family who became a consort of the Ottoman ruler Orhan Gazi, symbolizing a key dynastic alliance between Byzantium and the early Ottoman state.
  • B. Helena Kantakouzene
    Helena Kantakouzene was a Byzantine noblewoman of the influential Kantakouzenos family and the mother of Emperor Manuel II Palaiologos.
  • C. Theodora Komnene
    Theodora Komnene was a Byzantine noblewoman of the influential Komnenos dynasty who became Princess of Antioch through her marriage to Bohemond III.
  • D. Helena Palaiologina
    Helena Palaiologina was a Byzantine princess of the Palaiologos dynasty, known primarily as the daughter of Despot Thomas Palaiologos and a member of the last ruling family of the Byzantine Empire.
  • E. Theophano
    Theophano was a powerful Byzantine empress consort and regent in the 10th century, noted for her political influence and controversial reputation in the Macedonian dynasty.
  • 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: Irene Kantakouzene
Triple: [Kantakouzenos dynasty, notableMember, Irene Kantakouzene]
Generated description
Irene Kantakouzene was a Byzantine noblewoman of the influential Kantakouzenos family, known primarily for her dynastic connections within the late Byzantine aristocracy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Irene Kantakouzene
Target entity description: Irene Kantakouzene was a Byzantine noblewoman of the influential Kantakouzenos family, known primarily for her dynastic connections within the late Byzantine aristocracy.
  • A. Theodora Kantakouzene
    Theodora Kantakouzene was a Byzantine noblewoman from the influential Kantakouzenos family who became a consort of the Ottoman ruler Orhan Gazi, symbolizing a key dynastic alliance between Byzantium and the early Ottoman state.
  • B. Helena Kantakouzene
    Helena Kantakouzene was a Byzantine noblewoman of the influential Kantakouzenos family and the mother of Emperor Manuel II Palaiologos.
  • C. Theodora Komnene
    Theodora Komnene was a Byzantine noblewoman of the influential Komnenos dynasty who became Princess of Antioch through her marriage to Bohemond III.
  • D. Helena Palaiologina
    Helena Palaiologina was a Byzantine princess of the Palaiologos dynasty, known primarily as the daughter of Despot Thomas Palaiologos and a member of the last ruling family of the Byzantine Empire.
  • E. Theophano
    Theophano was a powerful Byzantine empress consort and regent in the 10th century, noted for her political influence and controversial reputation in the Macedonian dynasty.
  • 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_69cd956f01748190a0db22ef68126bee completed April 1, 2026, 10 p.m.
NEDg Description generation batch_69cdb20e46b881908d3c6b177e206e50 completed April 2, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69cdb654a2348190a41a6aebf96d8ea6 completed April 2, 2026, 12:20 a.m.
Created at: March 30, 2026, 5:54 p.m.