Triple

T6287981
Position Surface form Disambiguated ID Type / Status
Subject Silver Age of Latin literature E140946 entity
Predicate hasNotableAuthor P4244 FINISHED
Object Frontinus
Frontinus was a Roman author, engineer, and politician best known for his technical treatise on the aqueducts of Rome and his writings on military strategy.
E581580 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: Frontinus | Statement: [Silver Age of Latin literature, hasNotableAuthor, Frontinus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frontinus
Context triple: [Silver Age of Latin literature, hasNotableAuthor, Frontinus]
  • A. Publius Ostorius Scapula
    Publius Ostorius Scapula was a 1st-century Roman senator and general who, as governor of Britain under Emperor Claudius, led major campaigns to consolidate Roman control over the province.
  • B. Dio Cassius
    Dio Cassius was a Roman statesman and historian best known for his extensive work "Roman History," which chronicles the Roman Empire from its founding to his own time.
  • C. Gnaeus Julius Agricola
    Gnaeus Julius Agricola was a prominent 1st-century Roman general and governor of Britain, best known for his military campaigns expanding Roman control on the island and as the subject of Tacitus’ biography "Agricola."
  • D. Gaius Suetonius Paulinus
    Gaius Suetonius Paulinus was a 1st-century Roman general and governor of Britain best known for crushing Boudica’s revolt and consolidating Roman control over the province.
  • E. Gaius Silius
    Gaius Silius was a prominent Roman senator and aristocrat best known for his scandalous affair with the empress Valeria Messalina and his subsequent execution under Emperor Claudius.
  • 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: Frontinus
Triple: [Silver Age of Latin literature, hasNotableAuthor, Frontinus]
Generated description
Frontinus was a Roman author, engineer, and politician best known for his technical treatise on the aqueducts of Rome and his writings on military strategy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frontinus
Target entity description: Frontinus was a Roman author, engineer, and politician best known for his technical treatise on the aqueducts of Rome and his writings on military strategy.
  • A. Publius Ostorius Scapula
    Publius Ostorius Scapula was a 1st-century Roman senator and general who, as governor of Britain under Emperor Claudius, led major campaigns to consolidate Roman control over the province.
  • B. Dio Cassius
    Dio Cassius was a Roman statesman and historian best known for his extensive work "Roman History," which chronicles the Roman Empire from its founding to his own time.
  • C. Gnaeus Julius Agricola
    Gnaeus Julius Agricola was a prominent 1st-century Roman general and governor of Britain, best known for his military campaigns expanding Roman control on the island and as the subject of Tacitus’ biography "Agricola."
  • D. Gaius Suetonius Paulinus
    Gaius Suetonius Paulinus was a 1st-century Roman general and governor of Britain best known for crushing Boudica’s revolt and consolidating Roman control over the province.
  • E. Gaius Silius
    Gaius Silius was a prominent Roman senator and aristocrat best known for his scandalous affair with the empress Valeria Messalina and his subsequent execution under Emperor Claudius.
  • 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_69c008cd17c8819082b82d3fbeb68047 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c064182f60819093a8313e1dbf2763 completed March 22, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c51973a364819099dc5a99858e9a7a completed March 26, 2026, 11:33 a.m.
NEDg Description generation batch_69c51e8acc98819098c22c7895da3ab1 completed March 26, 2026, 11:54 a.m.
NED2 Entity disambiguation (via description) batch_69c51f2512648190b8c78b34c00f3a07 completed March 26, 2026, 11:57 a.m.
Created at: March 22, 2026, 4:26 p.m.