Triple

T8646797
Position Surface form Disambiguated ID Type / Status
Subject Constantine III E204995 entity
Predicate conflict P12 FINISHED
Object Roman civil wars of the early 5th century
The Roman civil wars of the early 5th century were a series of internal conflicts and rival claimants to imperial power that hastened the political fragmentation and military weakening of the Western Roman Empire.
E747773 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: Roman civil wars of the early 5th century | Statement: [Constantine III, conflict, Roman civil wars of the early 5th century]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roman civil wars of the early 5th century
Context triple: [Constantine III, conflict, Roman civil wars of the early 5th century]
  • A. Roman civil wars of the 3rd century
    The Roman civil wars of the 3rd century were a prolonged series of internal conflicts and power struggles that destabilized the Roman Empire during the Crisis of the Third Century, involving numerous rival emperors and usurpers.
  • B. Roman civil wars
    The Roman civil wars were a series of internal conflicts during the late Roman Republic in which rival political and military leaders, culminating in the struggle between Octavian and Mark Antony, fought for supreme control of Rome and ultimately paved the way for the Roman Empire.
  • C. Augustan wars
    The Augustan wars were a series of military campaigns conducted under the Roman emperor Augustus to expand, secure, and consolidate the frontiers of the Roman Empire in Europe and beyond.
  • D. Isaurian War
    The Isaurian War was a late 5th-century conflict in the Eastern Roman Empire in which Emperor Zeno crushed a major rebellion by the Isaurian leaders who had once been his key supporters.
  • E. Byzantine–Ostrogothic conflicts
    The Byzantine–Ostrogothic conflicts were a series of wars in the 6th century between the Eastern Roman (Byzantine) Empire and the Ostrogothic Kingdom in Italy, culminating in the Byzantine reconquest of the Italian peninsula.
  • 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: Roman civil wars of the early 5th century
Triple: [Constantine III, conflict, Roman civil wars of the early 5th century]
Generated description
The Roman civil wars of the early 5th century were a series of internal conflicts and rival claimants to imperial power that hastened the political fragmentation and military weakening of the Western Roman Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roman civil wars of the early 5th century
Target entity description: The Roman civil wars of the early 5th century were a series of internal conflicts and rival claimants to imperial power that hastened the political fragmentation and military weakening of the Western Roman Empire.
  • A. Roman civil wars of the 3rd century
    The Roman civil wars of the 3rd century were a prolonged series of internal conflicts and power struggles that destabilized the Roman Empire during the Crisis of the Third Century, involving numerous rival emperors and usurpers.
  • B. Roman civil wars
    The Roman civil wars were a series of internal conflicts during the late Roman Republic in which rival political and military leaders, culminating in the struggle between Octavian and Mark Antony, fought for supreme control of Rome and ultimately paved the way for the Roman Empire.
  • C. Augustan wars
    The Augustan wars were a series of military campaigns conducted under the Roman emperor Augustus to expand, secure, and consolidate the frontiers of the Roman Empire in Europe and beyond.
  • D. Isaurian War
    The Isaurian War was a late 5th-century conflict in the Eastern Roman Empire in which Emperor Zeno crushed a major rebellion by the Isaurian leaders who had once been his key supporters.
  • E. Byzantine–Ostrogothic conflicts
    The Byzantine–Ostrogothic conflicts were a series of wars in the 6th century between the Eastern Roman (Byzantine) Empire and the Ostrogothic Kingdom in Italy, culminating in the Byzantine reconquest of the Italian peninsula.
  • 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_69ca834e56848190abb0eeaec9dedd32 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc480eb7f88190a38d2150976cd47f completed March 31, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebc4883cc8190a6fb72005ca99512 completed April 2, 2026, 6:58 p.m.
NEDg Description generation batch_69cebd2cb2e481909a2862e79482c37a completed April 2, 2026, 7:02 p.m.
NED2 Entity disambiguation (via description) batch_69cebdd77b6c81908c35ee96dfe053d8 completed April 2, 2026, 7:04 p.m.
Created at: March 30, 2026, 6:28 p.m.