Triple
T9956096
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | magister militum |
E195449
|
entity |
| Predicate | useInPeriod |
P32297
|
FINISHED |
| Object | Late Roman Empire |
E15570
|
NE FINISHED |
How this triple was built (3 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: Late Roman Empire | Statement: [magister militum, useInPeriod, Late Roman Empire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Late Roman Empire Context triple: [magister militum, useInPeriod, Late Roman Empire]
-
A.
Late Antiquity
chosen
Late Antiquity was the transitional historical period from roughly the 3rd to the 8th century CE, marking the transformation of the Roman world into medieval Europe and the early Byzantine and Islamic civilizations.
-
B.
Constantinian period
The Constantinian period refers to the early 4th-century phase of the Roman Empire marked by Emperor Constantine the Great’s reign, the consolidation of imperial power, and the legalization and promotion of Christianity.
-
C.
Western Roman Empire
The Western Roman Empire was the western half of the Roman Empire that existed from its formal division in the late 4th century until its collapse in 476 AD, marking the end of ancient Rome in Western Europe.
-
D.
Roman Empire
The Roman Empire was a vast and influential ancient civilization that dominated the Mediterranean world and much of Europe for centuries, profoundly shaping law, politics, culture, and religion in Western history.
-
E.
Antonine period
The Antonine period was a high point of the Roman Empire in the 2nd century AD, marked by relative peace, prosperity, and the rule of emperors such as Antoninus Pius and Marcus Aurelius.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: useInPeriod Context triple: [magister militum, useInPeriod, Late Roman Empire]
-
A.
isSetInTimePeriod
Indicates that an event, story, or situation takes place within a specified time period.
-
B.
usedBetween
Indicates that something serves as a means, medium, or shared resource connecting or operating jointly between two entities.
-
C.
timePeriodWithin
Indicates that one time period is entirely contained within the bounds of another time period.
-
D.
commonInPeriod
chosen
Indicates that something frequently occurs, appears, or is prevalent during a specified time period.
-
E.
usePeriodStart
Indicates that an entity begins to be used or becomes active starting from a specified time period.
- F. None of above.
Provenance (4 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_69ca82eaaa008190a54fa1a9f954b9ad |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb6976b50819097a0ae347354e92c |
completed | April 2, 2026, 12:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d257a164308190b88432b914ea7f1a |
completed | April 5, 2026, 12:37 p.m. |
| PD | Predicate disambiguation | batch_69cd1d9ae19c819099fb3635e57c79be |
completed | April 1, 2026, 1:28 p.m. |
Created at: March 30, 2026, 8:46 p.m.