Triple

T1906720
Position Surface form Disambiguated ID Type / Status
Subject Palaiologos dynasty E38020 entity
Predicate foundedBy P104 FINISHED
Object 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.
E330058 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: Michael VIII Palaiologos | Statement: [Palaiologos dynasty, foundedBy, Michael VIII Palaiologos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael VIII Palaiologos
Context triple: [Palaiologos dynasty, foundedBy, Michael VIII Palaiologos]
  • A. Constantine Palaiologos
    Constantine Palaiologos was the last Byzantine emperor, remembered for his defense and death during the fall of Constantinople in 1453.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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: Michael VIII Palaiologos
Triple: [Palaiologos dynasty, foundedBy, Michael VIII Palaiologos]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael VIII Palaiologos
Target entity description: 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.
  • A. Constantine Palaiologos
    Constantine Palaiologos was the last Byzantine emperor, remembered for his defense and death during the fall of Constantinople in 1453.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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_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_69b20f0a6f588190a8a61ab47a858118 completed March 12, 2026, 12:55 a.m.
NEDg Description generation batch_69b213354148819096a37df902dd2be5 completed March 12, 2026, 1:13 a.m.
NED2 Entity disambiguation (via description) batch_69b21399a1248190bd43594fc7de6d2a completed March 12, 2026, 1:15 a.m.
Created at: March 4, 2026, 7:35 p.m.