Triple

T9311331
Position Surface form Disambiguated ID Type / Status
Subject Ammianus Marcellinus E224012 entity
Predicate timePeriod P302 FINISHED
Object late Roman Empire E15570 NE FINISHED

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: late Roman Empire | Statement: [Ammianus Marcellinus, timePeriod, late Roman Empire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: late Roman Empire
Context triple: [Ammianus Marcellinus, timePeriod, 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. 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.
  • C. 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.
  • D. 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.
  • E. Kingdom of the Romans
    The Kingdom of the Romans was the medieval German realm whose elected ruler was traditionally destined to become Holy Roman Emperor.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca8425f4fc81909c1c586e9a5b7530 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd20ad3b20819092562c30e70a528f completed April 1, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0f3a3fb288190ac38f8df19eb1e79 completed April 4, 2026, 11:19 a.m.
Created at: March 30, 2026, 7:37 p.m.