Triple

T8473831
Position Surface form Disambiguated ID Type / Status
Subject Cimbrian War E200341 entity
Predicate relatedTo P37 FINISHED
Object Marian reforms
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.
E736705 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: Marian reforms | Statement: [Cimbrian War, relatedTo, Marian reforms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marian reforms
Context triple: [Cimbrian War, relatedTo, Marian reforms]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Alfredian reforms
    Alfredian reforms were a series of military, legal, educational, and administrative changes implemented by King Alfred the Great in late 9th-century England to strengthen royal authority and defend against Viking incursions.
  • E. Pombaline reforms
    The Pombaline reforms were a sweeping series of 18th-century political, economic, educational, and administrative changes in Portugal and its empire that aimed to modernize the state and curb the power of the nobility and the Church.
  • 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: Marian reforms
Triple: [Cimbrian War, relatedTo, Marian reforms]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marian reforms
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Alfredian reforms
    Alfredian reforms were a series of military, legal, educational, and administrative changes implemented by King Alfred the Great in late 9th-century England to strengthen royal authority and defend against Viking incursions.
  • E. Pombaline reforms
    The Pombaline reforms were a sweeping series of 18th-century political, economic, educational, and administrative changes in Portugal and its empire that aimed to modernize the state and curb the power of the nobility and the Church.
  • 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_69ca831a4f348190bfdd09250e86ae35 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe4f7328481909ad19bcf8d182022 completed March 31, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a057b6c8190ad592110ca393ee2 completed April 2, 2026, 9:42 a.m.
NEDg Description generation batch_69ce3b1e188c8190ad894478141f6501 completed April 2, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ce3c000e608190adf1b6499d382529 completed April 2, 2026, 9:50 a.m.
Created at: March 30, 2026, 6:11 p.m.