Triple
T23245878
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frontinus |
E581580
|
entity |
| Predicate | timePeriod |
P302
|
FINISHED |
| Object | Flavian dynasty |
—
|
NE NERFINISHED |
How this triple was built (2 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: [Frontinus, timePeriod, Flavian dynasty]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flavian dynasty Context triple: [Frontinus, timePeriod, Flavian dynasty]
-
A.
Flavian dynasty
chosen
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e24606b17c81908aba1a4911c8a8ba |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f193f0f5d88190a497f14601f9bf29 |
completed | April 29, 2026, 5:15 a.m. |
Created at: April 17, 2026, 4:10 p.m.