Triple

T1906731
Position Surface form Disambiguated ID Type / Status
Subject Palaiologos dynasty E38020 entity
Predicate member P10 FINISHED
Object Andronikos III Palaiologos
Andronikos III Palaiologos was a 14th-century Byzantine emperor whose reign marked a final period of military revival and territorial recovery for the declining Byzantine Empire.
E339068 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: Andronikos III Palaiologos | Statement: [Palaiologos dynasty, member, Andronikos III Palaiologos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andronikos III Palaiologos
Context triple: [Palaiologos dynasty, member, Andronikos III Palaiologos]
  • A. 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.
  • 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. 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.
  • 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. Andronikos Palaiologos
    Andronikos Palaiologos was a Byzantine prince of the Palaiologos dynasty, known primarily as a son of Emperor Manuel II and brother of Emperor John VIII during the empire’s final decades.
  • 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: Andronikos III Palaiologos
Triple: [Palaiologos dynasty, member, Andronikos III Palaiologos]
Generated description
Andronikos III Palaiologos was a 14th-century Byzantine emperor whose reign marked a final period of military revival and territorial recovery for the declining Byzantine Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andronikos III Palaiologos
Target entity description: Andronikos III Palaiologos was a 14th-century Byzantine emperor whose reign marked a final period of military revival and territorial recovery for the declining Byzantine Empire.
  • A. 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.
  • 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. 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.
  • 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. Andronikos Palaiologos
    Andronikos Palaiologos was a Byzantine prince of the Palaiologos dynasty, known primarily as a son of Emperor Manuel II and brother of Emperor John VIII during the empire’s final decades.
  • 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_69b276a3cfa48190b0ecee43d24046e6 completed March 12, 2026, 8:17 a.m.
NEDg Description generation batch_69b2778f5d848190b5ae405f3e777992 completed March 12, 2026, 8:21 a.m.
NED2 Entity disambiguation (via description) batch_69b27879ff6081909f7d7f474d46ac4b completed March 12, 2026, 8:25 a.m.
Created at: March 4, 2026, 7:35 p.m.