Triple

T3329798
Position Surface form Disambiguated ID Type / Status
Subject Valentinian III E70005 entity
Predicate assassinatedBy P698 FINISHED
Object Heraclius (chamberlain)
Heraclius was a late Roman imperial chamberlain known for orchestrating the assassination of Western Roman Emperor Valentinian III in 455 AD.
 E347862 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: Heraclius (chamberlain) | Statement: [Valentinian III, assassinatedBy, Heraclius (chamberlain)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heraclius (chamberlain)
Context triple: [Valentinian III, assassinatedBy, Heraclius (chamberlain)]
  • A. Dorotheos
    Dorotheos is a Greek given name of religious origin, meaning "gift of God."
  • B. Nikephoros Basilakes
    Nikephoros Basilakes was a 12th-century Byzantine scholar and writer known for his sophisticated rhetorical works and contributions to Byzantine literature.
  • C. Pyrrhus of Constantinople
    Pyrrhus of Constantinople was a 7th-century Patriarch of Constantinople and prominent proponent of the Monothelite doctrine who was later condemned as a heretic by the Church.
  • D. Chourmouzios the Archivist
    Chourmouzios the Archivist was a prominent 19th-century Greek cantor and musicologist known for codifying and systematizing the notation of Byzantine chant.
  • E. Anthemius of Tralles
    Anthemius of Tralles was a 6th-century Byzantine architect and mathematician renowned for co-designing Constantinople’s monumental Hagia Sophia under Emperor Justinian I.
  • 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: Heraclius (chamberlain)
Triple: [Valentinian III, assassinatedBy, Heraclius (chamberlain)]
Generated description
Heraclius was a late Roman imperial chamberlain known for orchestrating the assassination of Western Roman Emperor Valentinian III in 455 AD.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heraclius (chamberlain)
Target entity description: Heraclius was a late Roman imperial chamberlain known for orchestrating the assassination of Western Roman Emperor Valentinian III in 455 AD.
  • A. Dorotheos
    Dorotheos is a Greek given name of religious origin, meaning "gift of God."
  • B. Nikephoros Basilakes
    Nikephoros Basilakes was a 12th-century Byzantine scholar and writer known for his sophisticated rhetorical works and contributions to Byzantine literature.
  • C. Pyrrhus of Constantinople
    Pyrrhus of Constantinople was a 7th-century Patriarch of Constantinople and prominent proponent of the Monothelite doctrine who was later condemned as a heretic by the Church.
  • D. Chourmouzios the Archivist
    Chourmouzios the Archivist was a prominent 19th-century Greek cantor and musicologist known for codifying and systematizing the notation of Byzantine chant.
  • E. Anthemius of Tralles
    Anthemius of Tralles was a 6th-century Byzantine architect and mathematician renowned for co-designing Constantinople’s monumental Hagia Sophia under Emperor Justinian I.
  • 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_69ad85a24f208190bcf83131bfed3521 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb171ee0881908642504ab0ac8329 completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a810e2c8190bfc206bdeb1ac5b8 completed March 12, 2026, 7:56 p.m.
NEDg Description generation batch_69b31c37f3a08190823c32e8f933ce82 completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31caa4e188190b4dfd613fdaebdb6 completed March 12, 2026, 8:06 p.m.
Created at: March 8, 2026, 3:12 p.m.