Triple

T1906730
Position Surface form Disambiguated ID Type / Status
Subject Palaiologos dynasty E38020 entity
Predicate member P10 FINISHED
Object 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.
E338427 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 II Palaiologos | Statement: [Palaiologos dynasty, member, Andronikos II Palaiologos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andronikos II Palaiologos
Context triple: [Palaiologos dynasty, member, Andronikos II Palaiologos]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Constantine Palaiologos
    Constantine Palaiologos was the last Byzantine emperor, remembered for his defense and death during the fall of Constantinople in 1453.
  • E. 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.
  • 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 II Palaiologos
Triple: [Palaiologos dynasty, member, Andronikos II Palaiologos]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andronikos II Palaiologos
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Constantine Palaiologos
    Constantine Palaiologos was the last Byzantine emperor, remembered for his defense and death during the fall of Constantinople in 1453.
  • E. 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.
  • 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_69b261a163a08190bd5bdb95725e4072 completed March 12, 2026, 6:48 a.m.
NEDg Description generation batch_69b264c2b3e88190bdfb33f12c318c70 completed March 12, 2026, 7:01 a.m.
NED2 Entity disambiguation (via description) batch_69b2689419808190adb9b69bf3185daf completed March 12, 2026, 7:17 a.m.
Created at: March 4, 2026, 7:35 p.m.