Triple

T8311604
Position Surface form Disambiguated ID Type / Status
Subject Kantakouzenos dynasty E194602 entity
Predicate notableMember P10 FINISHED
Object Theodore Kantakouzenos
Theodore Kantakouzenos was a prominent member of the Byzantine Kantakouzenos family, known for his role in the late Byzantine Empire’s aristocratic and political affairs.
E726498 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: Theodore Kantakouzenos | Statement: [Kantakouzenos dynasty, notableMember, Theodore Kantakouzenos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Theodore Kantakouzenos
Context triple: [Kantakouzenos dynasty, notableMember, Theodore 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. 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.
  • C. Kantakouzenos
    Kantakouzenos is the surname of a prominent Byzantine noble family that produced several high-ranking officials and emperors in the late Byzantine Empire.
  • D. Manuel Palaiologos
    Manuel Palaiologos was a late Byzantine noble of the Palaiologos dynasty, known primarily as a son of Thomas Palaiologos and a member of the last ruling family of the Byzantine Empire.
  • E. Theodore I Palaiologos
    Theodore I Palaiologos was a late 14th- to early 15th-century Byzantine prince of the Palaiologos dynasty who became the inaugural ruler of the semi-autonomous Despotate of the Morea in the Peloponnese.
  • 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: Theodore Kantakouzenos
Triple: [Kantakouzenos dynasty, notableMember, Theodore Kantakouzenos]
Generated description
Theodore Kantakouzenos was a prominent member of the Byzantine Kantakouzenos family, known for his role in the late Byzantine Empire’s aristocratic and political affairs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Theodore Kantakouzenos
Target entity description: Theodore Kantakouzenos was a prominent member of the Byzantine Kantakouzenos family, known for his role in the late Byzantine Empire’s aristocratic and political affairs.
  • 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. 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.
  • C. Kantakouzenos chosen
    Kantakouzenos is the surname of a prominent Byzantine noble family that produced several high-ranking officials and emperors in the late Byzantine Empire.
  • D. Manuel Palaiologos
    Manuel Palaiologos was a late Byzantine noble of the Palaiologos dynasty, known primarily as a son of Thomas Palaiologos and a member of the last ruling family of the Byzantine Empire.
  • E. Theodore I Palaiologos
    Theodore I Palaiologos was a late 14th- to early 15th-century Byzantine prince of the Palaiologos dynasty who became the inaugural ruler of the semi-autonomous Despotate of the Morea in the Peloponnese.
  • F. None of above.

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_69cf9fdde41081908de793672a889a67 completed April 3, 2026, 11:09 a.m.
NEDg Description generation batch_69cfa14f0f3c8190bf7081e51410a491 completed April 3, 2026, 11:15 a.m.
NED2 Entity disambiguation (via description) batch_69cfa28589708190b8fc32f4944d0a37 completed April 3, 2026, 11:20 a.m.
Created at: March 30, 2026, 5:54 p.m.