Triple

T9487463
Position Surface form Disambiguated ID Type / Status
Subject Roman military history E228797 entity
Predicate includesTopic P494 FINISHED
Object Marian reforms E736705 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: Marian reforms | Statement: [Roman military history, includesTopic, Marian reforms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marian reforms
Context triple: [Roman military history, includesTopic, Marian reforms]
  • A. Marian reforms chosen
    The Marian reforms were a series of military and political changes in the late Roman Republic, traditionally attributed to Gaius Marius, that professionalized the Roman army and reshaped Roman society and politics.
  • B. Marian military reforms
    The Marian military reforms were a series of late 2nd-century BCE changes to the Roman army that professionalized the legions, opened enlistment to the landless poor, and restructured training, equipment, and organization, profoundly shaping Rome’s later military power.
  • C. Taika Reforms
    The Taika Reforms were a series of 7th-century political and administrative changes in Japan that centralized imperial power and laid the foundations for a more bureaucratic state modeled partly on Chinese systems.
  • D. Imperial Reform
    Imperial Reform was a series of early 16th-century political and legal changes in the Holy Roman Empire aimed at strengthening central authority and improving imperial governance.
  • E. Bourbon Reforms
    The Bourbon Reforms were a series of 18th-century administrative and economic changes imposed by the Spanish Crown to strengthen imperial control and revenue, which ultimately provoked colonial discontent and helped set the stage for independence movements in Latin America.
  • 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_69ca847424f081908180305555139f7a completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd80c443b88190968d2092a73e1ee4 completed April 1, 2026, 8:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12d18fd908190b562fa0a8dad7c63 completed April 4, 2026, 3:24 p.m.
Created at: March 30, 2026, 7:55 p.m.