Triple

T543518
Position Surface form Disambiguated ID Type / Status
Subject Western Roman Empire E12682 entity
Predicate ruler P403 FINISHED
Object Avitus
Avitus was a short-reigned 5th-century Western Roman emperor whose rule was marked by political instability and the empire’s accelerating decline.
E70721 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: Avitus | Statement: [Western Roman Empire, ruler, Avitus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Avitus
Context triple: [Western Roman Empire, ruler, Avitus]
  • A. Odoacer
    Odoacer was a Germanic chieftain and military leader who overthrew the last Western Roman emperor in 476 AD, effectively ending the Western Roman Empire and ruling Italy as its first barbarian king.
  • B. Emperor Marcian
    Emperor Marcian was a 5th-century Byzantine ruler known for stabilizing the Eastern Roman Empire and shaping Christian doctrine through his support of the Council of Chalcedon.
  • C. Julius Nepos
    Julius Nepos was a late Western Roman emperor, often regarded as the last legitimate holder of the imperial title in the West before the fall of the Western Roman Empire.
  • D. Flavius
    Flavius is a common Roman praenomen and family name frequently borne by late Roman emperors and officials, including Romulus Augustulus.
  • E. Valentinian III
    Valentinian III was a 5th-century Western Roman emperor whose long but troubled reign was marked by internal power struggles and the empire’s accelerating decline in the West.
  • 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: Avitus
Triple: [Western Roman Empire, ruler, Avitus]
Generated description
Avitus was a short-reigned 5th-century Western Roman emperor whose rule was marked by political instability and the empire’s accelerating decline.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Avitus
Target entity description: Avitus was a short-reigned 5th-century Western Roman emperor whose rule was marked by political instability and the empire’s accelerating decline.
  • A. Odoacer
    Odoacer was a Germanic chieftain and military leader who overthrew the last Western Roman emperor in 476 AD, effectively ending the Western Roman Empire and ruling Italy as its first barbarian king.
  • B. Emperor Marcian
    Emperor Marcian was a 5th-century Byzantine ruler known for stabilizing the Eastern Roman Empire and shaping Christian doctrine through his support of the Council of Chalcedon.
  • C. Julius Nepos
    Julius Nepos was a late Western Roman emperor, often regarded as the last legitimate holder of the imperial title in the West before the fall of the Western Roman Empire.
  • D. Flavius
    Flavius is a common Roman praenomen and family name frequently borne by late Roman emperors and officials, including Romulus Augustulus.
  • E. Valentinian III
    Valentinian III was a 5th-century Western Roman emperor whose long but troubled reign was marked by internal power struggles and the empire’s accelerating decline in the West.
  • 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4986250508190ac91cfdf7d57073d completed March 1, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ed331fa481909bd9c633ac952585 completed March 2, 2026, 1:51 a.m.
NEDg Description generation batch_69a4ed9b0c48819094712480bce5a42d completed March 2, 2026, 1:53 a.m.
NED2 Entity disambiguation (via description) batch_69a4ee1d14e481908b37b72971c35597 completed March 2, 2026, 1:55 a.m.
Created at: March 1, 2026, 7:32 p.m.