Triple

T543634
Position Surface form Disambiguated ID Type / Status
Subject Vespasian E12684 entity
Predicate memberOf P10 FINISHED
Object Flavian dynasty
The Flavian dynasty was a Roman imperial family that ruled from 69 to 96 AD, overseeing major building projects like the Colosseum and restoring stability after the chaos of Nero’s reign and the Year of the Four Emperors.
E67861 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: Flavian dynasty | Statement: [Vespasian, memberOf, Flavian dynasty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flavian dynasty
Context triple: [Vespasian, memberOf, Flavian dynasty]
  • A. 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.
  • B. 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.
  • C. Herodian dynasty
    The Herodian dynasty was a client royal family of Idumaean and Nabataean origin that ruled Judea and surrounding regions under Roman authority around the time of Jesus.
  • D. 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.
  • E. 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.
  • 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: Flavian dynasty
Triple: [Vespasian, memberOf, Flavian dynasty]
Generated description
The Flavian dynasty was a Roman imperial family that ruled from 69 to 96 AD, overseeing major building projects like the Colosseum and restoring stability after the chaos of Nero’s reign and the Year of the Four Emperors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flavian dynasty
Target entity description: The Flavian dynasty was a Roman imperial family that ruled from 69 to 96 AD, overseeing major building projects like the Colosseum and restoring stability after the chaos of Nero’s reign and the Year of the Four Emperors.
  • A. 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.
  • B. 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.
  • C. Herodian dynasty
    The Herodian dynasty was a client royal family of Idumaean and Nabataean origin that ruled Judea and surrounding regions under Roman authority around the time of Jesus.
  • D. 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.
  • E. 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.
  • 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a498dea88881908a938fe8f2313bec completed March 1, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4cc5f6dfc8190a6c97a81aa8e82a3 completed March 1, 2026, 11:31 p.m.
NEDg Description generation batch_69a4cdd043b881908795f61cbfa06bc8 completed March 1, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69a4cf2e7b908190817cfcaf0490d6f7 completed March 1, 2026, 11:43 p.m.
Created at: March 1, 2026, 7:32 p.m.