Triple

T543516
Position Surface form Disambiguated ID Type / Status
Subject Western Roman Empire E12682 entity
Predicate ruler P403 FINISHED
Object 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.
E70005 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: Valentinian III | Statement: [Western Roman Empire, ruler, Valentinian III]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Valentinian III
Context triple: [Western Roman Empire, ruler, Valentinian III]
  • A. Honorius
    Honorius was a Western Roman emperor whose weak leadership and reliance on generals like Stilicho coincided with the empire’s decline and the Visigothic sack of Rome in 410.
  • B. 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.
  • C. Constantius III
    Constantius III was a short-reigning Western Roman emperor and powerful general in the early 5th century, known for his role in stabilizing the empire during a period of crisis.
  • D. 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.
  • E. Romulus Augustulus
    Romulus Augustulus was the last de facto Western Roman emperor, whose deposition in 476 AD traditionally marks the end of the Western Roman 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: Valentinian III
Triple: [Western Roman Empire, ruler, Valentinian III]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Valentinian III
Target entity description: 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.
  • A. Honorius
    Honorius was a Western Roman emperor whose weak leadership and reliance on generals like Stilicho coincided with the empire’s decline and the Visigothic sack of Rome in 410.
  • B. 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.
  • C. Constantius III
    Constantius III was a short-reigning Western Roman emperor and powerful general in the early 5th century, known for his role in stabilizing the empire during a period of crisis.
  • D. 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.
  • E. Romulus Augustulus
    Romulus Augustulus was the last de facto Western Roman emperor, whose deposition in 476 AD traditionally marks the end of the Western Roman 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_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_69a4e9b92f1c8190bdcf5ae3a07edb3a completed March 2, 2026, 1:36 a.m.
NEDg Description generation batch_69a4ea5488948190aab4d3ef1696844f completed March 2, 2026, 1:39 a.m.
NED2 Entity disambiguation (via description) batch_69a4eaa40a608190b567fb808b0a7dd1 completed March 2, 2026, 1:40 a.m.
Created at: March 1, 2026, 7:32 p.m.