Triple

T8345115
Position Surface form Disambiguated ID Type / Status
Subject Theodore I Palaiologos E196015 entity
Predicate sibling P363 FINISHED
Object Andronikos IV Palaiologos
Andronikos IV Palaiologos was a 14th-century Byzantine emperor who briefly ruled Constantinople after rebelling against his father, John V Palaiologos.
E822582 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 IV Palaiologos | Statement: [Theodore I Palaiologos, sibling, Andronikos IV Palaiologos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andronikos IV Palaiologos
Context triple: [Theodore I Palaiologos, sibling, Andronikos IV 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. 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.
  • C. 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.
  • D. 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.
  • E. John VII Palaiologos
    John VII Palaiologos was a Byzantine emperor of the Palaiologos dynasty who briefly ruled Constantinople and later served as regent during the late 14th and early 15th centuries.
  • 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 IV Palaiologos
Triple: [Theodore I Palaiologos, sibling, Andronikos IV Palaiologos]
Generated description
Andronikos IV Palaiologos was a 14th-century Byzantine emperor who briefly ruled Constantinople after rebelling against his father, John V Palaiologos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andronikos IV Palaiologos
Target entity description: Andronikos IV Palaiologos was a 14th-century Byzantine emperor who briefly ruled Constantinople after rebelling against his father, John V 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. 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.
  • C. 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.
  • D. 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.
  • E. John VII Palaiologos
    John VII Palaiologos was a Byzantine emperor of the Palaiologos dynasty who briefly ruled Constantinople and later served as regent during the late 14th and early 15th centuries.
  • 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_69ca82edd63c8190b876b8465464c5fa completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7feef7e8819084ca0441d146bac7 completed March 31, 2026, 8:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1cc2600208190b996bac5845bd385 completed April 5, 2026, 2:42 a.m.
NEDg Description generation batch_69d1ccd04b60819085a5bde42605ecf5 completed April 5, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69d1cd70aa5481908b67afef279c38af completed April 5, 2026, 2:48 a.m.
Created at: March 30, 2026, 5:58 p.m.