Triple

T358623
Position Surface form Disambiguated ID Type / Status
Subject Marcomannic Wars E7598 entity
Predicate historicalPeriod P302 FINISHED
Object Nerva–Antonine dynasty
The Nerva–Antonine dynasty was a line of Roman emperors from Nerva to Marcus Aurelius that presided over the empire’s height in power, stability, and cultural flourishing during the 1st and 2nd centuries AD.
E45854 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: Nerva–Antonine dynasty | Statement: [Marcomannic Wars, historicalPeriod, Nerva–Antonine dynasty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nerva–Antonine dynasty
Context triple: [Marcomannic Wars, historicalPeriod, Nerva–Antonine dynasty]
  • A. Severan dynasty
    The Severan dynasty was a Roman imperial family that ruled from 193 to 235 CE, overseeing a period of military expansion, legal reform, and monumental building across the empire.
  • B. Julio-Claudian dynasty
    The Julio-Claudian dynasty was the first imperial ruling family of ancient Rome, encompassing the emperors from Augustus through Nero and marking the formative era of the Roman Empire.
  • C. Constantinian dynasty
    The Constantinian dynasty was the ruling family of the Roman Empire in the early 4th century, founded by Emperor Constantine the Great and noted for its pivotal role in the Christianization and reorganization of the empire.
  • D. Herodian period
    The Herodian period was the era of King Herod the Great’s rule over Judea, marked by extensive building projects, political maneuvering under Roman oversight, and significant transformation of Jerusalem’s urban and religious landscape.
  • E. Hadrian
    Hadrian was a 2nd-century Roman emperor best known for consolidating and fortifying the empire’s frontiers, including commissioning Hadrian’s Wall in Britain, and for his extensive building projects and patronage of Greek culture.
  • 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: Nerva–Antonine dynasty
Triple: [Marcomannic Wars, historicalPeriod, Nerva–Antonine dynasty]
Generated description
The Nerva–Antonine dynasty was a line of Roman emperors from Nerva to Marcus Aurelius that presided over the empire’s height in power, stability, and cultural flourishing during the 1st and 2nd centuries AD.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nerva–Antonine dynasty
Target entity description: The Nerva–Antonine dynasty was a line of Roman emperors from Nerva to Marcus Aurelius that presided over the empire’s height in power, stability, and cultural flourishing during the 1st and 2nd centuries AD.
  • A. Severan dynasty
    The Severan dynasty was a Roman imperial family that ruled from 193 to 235 CE, overseeing a period of military expansion, legal reform, and monumental building across the empire.
  • B. Julio-Claudian dynasty
    The Julio-Claudian dynasty was the first imperial ruling family of ancient Rome, encompassing the emperors from Augustus through Nero and marking the formative era of the Roman Empire.
  • C. Constantinian dynasty
    The Constantinian dynasty was the ruling family of the Roman Empire in the early 4th century, founded by Emperor Constantine the Great and noted for its pivotal role in the Christianization and reorganization of the empire.
  • D. Herodian period
    The Herodian period was the era of King Herod the Great’s rule over Judea, marked by extensive building projects, political maneuvering under Roman oversight, and significant transformation of Jerusalem’s urban and religious landscape.
  • E. Hadrian
    Hadrian was a 2nd-century Roman emperor best known for consolidating and fortifying the empire’s frontiers, including commissioning Hadrian’s Wall in Britain, and for his extensive building projects and patronage of Greek culture.
  • 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_69a2e7e696948190bebc966535995e45 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebb248608190b060553219616043 completed Feb. 28, 2026, 1:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e578c1788190877cf6a346cf10d4 completed March 1, 2026, 7:06 a.m.
NEDg Description generation batch_69a3e6098bc48190877f5d26bf1a985b completed March 1, 2026, 7:08 a.m.
NED2 Entity disambiguation (via description) batch_69a3e741aac48190a3f762154f6e1a36 completed March 1, 2026, 7:14 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.