Triple

T8917600
Position Surface form Disambiguated ID Type / Status
Subject Valens dynasty E212330 entity
Predicate notableEventDuringRule P1127 FINISHED
Object Usurpation of Procopius
The Usurpation of Procopius was a brief 4th-century revolt against Emperor Valens, led by the usurper Procopius in Constantinople in an attempt to seize control of the Eastern Roman Empire.
E766412 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: Usurpation of Procopius | Statement: [Valens dynasty, notableEventDuringRule, Usurpation of Procopius]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Usurpation of Procopius
Context triple: [Valens dynasty, notableEventDuringRule, Usurpation of Procopius]
  • A. Procopius’s "Secret History"
    Procopius’s "Secret History" is a scandal-filled, behind-the-scenes account of Emperor Justinian’s court that viciously attacks the character and private lives of Justinian, Empress Theodora, and their associates.
  • B. Rise and fall of Elagabalus
    The rise and fall of Elagabalus refers to the brief, tumultuous reign and dramatic downfall of the teenage Roman emperor Elagabalus, whose controversial religious reforms and eccentric behavior destabilized the Severan dynasty.
  • C. The Favorites of the Emperor Honorius
    The Favorites of the Emperor Honorius is a 19th-century painting by John William Waterhouse depicting the Roman emperor neglecting affairs of state while feeding his pet birds.
  • D. Year of the Six Emperors
    The Year of the Six Emperors was a tumultuous period in 238 AD when rapid successions and overlapping claims to the Roman imperial throne led to extreme political instability in the empire.
  • E. The Four Disgracers
    The Four Disgracers is a renowned series of Mannerist engravings by Dutch artist Hendrick Goltzius depicting mythological figures punished for their hubris.
  • 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: Usurpation of Procopius
Triple: [Valens dynasty, notableEventDuringRule, Usurpation of Procopius]
Generated description
The Usurpation of Procopius was a brief 4th-century revolt against Emperor Valens, led by the usurper Procopius in Constantinople in an attempt to seize control of the Eastern Roman Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Usurpation of Procopius
Target entity description: The Usurpation of Procopius was a brief 4th-century revolt against Emperor Valens, led by the usurper Procopius in Constantinople in an attempt to seize control of the Eastern Roman Empire.
  • A. Procopius’s "Secret History"
    Procopius’s "Secret History" is a scandal-filled, behind-the-scenes account of Emperor Justinian’s court that viciously attacks the character and private lives of Justinian, Empress Theodora, and their associates.
  • B. Rise and fall of Elagabalus
    The rise and fall of Elagabalus refers to the brief, tumultuous reign and dramatic downfall of the teenage Roman emperor Elagabalus, whose controversial religious reforms and eccentric behavior destabilized the Severan dynasty.
  • C. The Favorites of the Emperor Honorius
    The Favorites of the Emperor Honorius is a 19th-century painting by John William Waterhouse depicting the Roman emperor neglecting affairs of state while feeding his pet birds.
  • D. Year of the Six Emperors
    The Year of the Six Emperors was a tumultuous period in 238 AD when rapid successions and overlapping claims to the Roman imperial throne led to extreme political instability in the empire.
  • E. The Four Disgracers
    The Four Disgracers is a renowned series of Mannerist engravings by Dutch artist Hendrick Goltzius depicting mythological figures punished for their hubris.
  • 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_69ca8393b1808190bd4336787ffa2c40 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66120eb08190913ab6c42f26ffb8 completed April 1, 2026, 12:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfba49d65c8190b9d9908822198cc0 completed April 3, 2026, 1:02 p.m.
NEDg Description generation batch_69cfbb35869c8190a75ddf6627667623 completed April 3, 2026, 1:05 p.m.
NED2 Entity disambiguation (via description) batch_69cfbb9585688190b3aa3d817bafba51 completed April 3, 2026, 1:07 p.m.
Created at: March 30, 2026, 6:56 p.m.