Triple

T23413444
Position Surface form Disambiguated ID Type / Status
Subject Byzantine expeditionary force in Italy E560140 entity
Predicate hasCommander P1197 FINISHED
Object Demetrius (Byzantine general)
Demetrius was a Byzantine general known for leading imperial military campaigns in Italy during the Middle Ages.
E1585338 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: Demetrius (Byzantine general) | Statement: [Byzantine expeditionary force in Italy, hasCommander, Demetrius (Byzantine general)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Demetrius (Byzantine general)
Context triple: [Byzantine expeditionary force in Italy, hasCommander, Demetrius (Byzantine general)]
  • A. Theodore (Byzantine general)
    Theodore was a 7th-century Byzantine general who led imperial forces in the defense of Egypt during the early Muslim conquests.
  • B. Basileus Demetrios
    Basileus Demetrios is the royal title used by Demetrius I of Bactria, a Hellenistic king known for expanding Greek rule into parts of India in the 2nd century BCE.
  • C. George Maniakes
    George Maniakes was an 11th-century Byzantine general renowned for his campaigns in southern Italy and Sicily, where he led successful operations against Arab and Lombard forces.
  • D. Demetrios of Thessaloniki
    Demetrios of Thessaloniki is a revered early Christian martyr and military saint, especially honored in the Eastern Orthodox Church as the patron and protector of the city of Thessaloniki.
  • E. Bardas Phokas the Elder
    Bardas Phokas the Elder was a prominent 10th-century Byzantine general and aristocrat who played a key role in the empire’s military affairs and founded the powerful Phokas family dynasty.
  • 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: Demetrius (Byzantine general)
Triple: [Byzantine expeditionary force in Italy, hasCommander, Demetrius (Byzantine general)]
Generated description
Demetrius was a Byzantine general known for leading imperial military campaigns in Italy during the Middle Ages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Demetrius (Byzantine general)
Target entity description: Demetrius was a Byzantine general known for leading imperial military campaigns in Italy during the Middle Ages.
  • A. Theodore (Byzantine general)
    Theodore was a 7th-century Byzantine general who led imperial forces in the defense of Egypt during the early Muslim conquests.
  • B. Basileus Demetrios
    Basileus Demetrios is the royal title used by Demetrius I of Bactria, a Hellenistic king known for expanding Greek rule into parts of India in the 2nd century BCE.
  • C. George Maniakes
    George Maniakes was an 11th-century Byzantine general renowned for his campaigns in southern Italy and Sicily, where he led successful operations against Arab and Lombard forces.
  • D. Demetrios of Thessaloniki
    Demetrios of Thessaloniki is a revered early Christian martyr and military saint, especially honored in the Eastern Orthodox Church as the patron and protector of the city of Thessaloniki.
  • E. Bardas Phokas the Elder
    Bardas Phokas the Elder was a prominent 10th-century Byzantine general and aristocrat who played a key role in the empire’s military affairs and founded the powerful Phokas family dynasty.
  • 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_69e2454b3a5881909c64773dc8a5d289 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1a513502881909f33a43bfd5e63a7 completed April 29, 2026, 6:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c679b72888190b9c25ca700f60098 completed May 19, 2026, 1:37 p.m.
NEDg Description generation batch_6a0c72156130819082e1d07262e144ca completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76c54ba08190be8f46bacb22b6a3 completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:39 p.m.