Triple

T5903425
Position Surface form Disambiguated ID Type / Status
Subject Theodora E131281 entity
Predicate portrayedInWork P32051 FINISHED
Object 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.
E554677 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: Procopius’s "Secret History" | Statement: [Theodora, portrayedInWork, Procopius’s "Secret History"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Procopius’s "Secret History"
Context triple: [Theodora, portrayedInWork, Procopius’s "Secret History"]
  • A. Zosimus' "New History"
    Zosimus' "New History" is a late antique Greek historical work that offers a pagan, critical account of the Roman Empire’s decline, including a detailed narrative of the Sack of Rome in 410.
  • B. History of the Wars by Procopius
    History of the Wars by Procopius is a 6th-century Byzantine historical work that chronicles Emperor Justinian I’s military campaigns, including the Vandalic War, Gothic War, and Persian conflicts.
  • C. Hypatian Chronicle
    The Hypatian Chronicle is a key medieval East Slavic historical chronicle that preserves important accounts of Kievan Rus' and neighboring regions.
  • D. Anna Komnene's Alexiad
    Anna Komnene's Alexiad is a 12th-century Byzantine historical work that chronicles the reign of Emperor Alexios I Komnenos and the events of the First Crusade from a learned imperial princess’s perspective.
  • E. Herodian's History of the Roman Empire
    Herodian's History of the Roman Empire is a 3rd-century Greek historical work that narrates the Roman Empire’s political and military events from the death of Marcus Aurelius to the accession of Gordian III.
  • 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: Procopius’s "Secret History"
Triple: [Theodora, portrayedInWork, Procopius’s "Secret History"]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Procopius’s "Secret History"
Target entity description: 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.
  • A. Zosimus' "New History"
    Zosimus' "New History" is a late antique Greek historical work that offers a pagan, critical account of the Roman Empire’s decline, including a detailed narrative of the Sack of Rome in 410.
  • B. History of the Wars by Procopius
    History of the Wars by Procopius is a 6th-century Byzantine historical work that chronicles Emperor Justinian I’s military campaigns, including the Vandalic War, Gothic War, and Persian conflicts.
  • C. Hypatian Chronicle
    The Hypatian Chronicle is a key medieval East Slavic historical chronicle that preserves important accounts of Kievan Rus' and neighboring regions.
  • D. Anna Komnene's Alexiad
    Anna Komnene's Alexiad is a 12th-century Byzantine historical work that chronicles the reign of Emperor Alexios I Komnenos and the events of the First Crusade from a learned imperial princess’s perspective.
  • E. Herodian's History of the Roman Empire
    Herodian's History of the Roman Empire is a 3rd-century Greek historical work that narrates the Roman Empire’s political and military events from the death of Marcus Aurelius to the accession of Gordian III.
  • 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_69c0085864a88190a569c05ff7d65f29 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c037376d5c8190a0a8457e07bebea8 completed March 22, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b166b0bc8190a201899cf45a9b31 completed March 23, 2026, 3:20 a.m.
NEDg Description generation batch_69c0b27438a08190ab6b72c8fd682bf6 completed March 23, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c0b309a70081908ad3e819879b17e4 completed March 23, 2026, 3:27 a.m.
Created at: March 22, 2026, 3:58 p.m.