Triple

T12983319
Position Surface form Disambiguated ID Type / Status
Subject Battle of Bicocca E321703 entity
Predicate combatantType P7256 FINISHED
Object Imperial–Spanish forces
Imperial–Spanish forces were the combined military contingents of the Holy Roman Empire and the Spanish Crown, renowned in the early 16th century for their disciplined infantry and decisive role in the Italian Wars.
E1012549 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: Imperial–Spanish forces | Statement: [Battle of Bicocca, combatantType, Imperial–Spanish forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Imperial–Spanish forces
Context triple: [Battle of Bicocca, combatantType, Imperial–Spanish forces]
  • A. Castilian army
    The Castilian army was the medieval and early modern land force of the Crown of Castile, a key component of what became the Spanish military and a major player in the Reconquista and early European power struggles.
  • B. Aragonese forces
    The Aragonese forces were the medieval military contingents of the Crown of Aragon, comprising troops from its various realms and used in its campaigns across the Mediterranean and the Iberian Peninsula.
  • C. Spanish Army in Cuba
    The Spanish Army in Cuba was the colonial military force of Spain tasked with defending its rule over Cuba, notably engaging U.S. and Cuban forces during the Spanish–American War.
  • D. Royalist forces of the Viceroyalty of New Granada
    The Royalist forces of the Viceroyalty of New Granada were Spanish colonial military units and loyalist militias that fought to maintain Spanish rule in northern South America during the early 19th-century independence wars.
  • E. Spanish Army
    The Spanish Army is the land warfare branch of Spain's Armed Forces, historically known for its role in maintaining the Spanish Empire and participating in major conflicts from the early modern period through contemporary international missions.
  • 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: Imperial–Spanish forces
Triple: [Battle of Bicocca, combatantType, Imperial–Spanish forces]
Generated description
Imperial–Spanish forces were the combined military contingents of the Holy Roman Empire and the Spanish Crown, renowned in the early 16th century for their disciplined infantry and decisive role in the Italian Wars.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Imperial–Spanish forces
Target entity description: Imperial–Spanish forces were the combined military contingents of the Holy Roman Empire and the Spanish Crown, renowned in the early 16th century for their disciplined infantry and decisive role in the Italian Wars.
  • A. Castilian army
    The Castilian army was the medieval and early modern land force of the Crown of Castile, a key component of what became the Spanish military and a major player in the Reconquista and early European power struggles.
  • B. Aragonese forces
    The Aragonese forces were the medieval military contingents of the Crown of Aragon, comprising troops from its various realms and used in its campaigns across the Mediterranean and the Iberian Peninsula.
  • C. Spanish Army in Cuba
    The Spanish Army in Cuba was the colonial military force of Spain tasked with defending its rule over Cuba, notably engaging U.S. and Cuban forces during the Spanish–American War.
  • D. Royalist forces of the Viceroyalty of New Granada
    The Royalist forces of the Viceroyalty of New Granada were Spanish colonial military units and loyalist militias that fought to maintain Spanish rule in northern South America during the early 19th-century independence wars.
  • E. Spanish Army
    The Spanish Army is the land warfare branch of Spain's Armed Forces, historically known for its role in maintaining the Spanish Empire and participating in major conflicts from the early modern period through contemporary international missions.
  • 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e5ca33481909a6cb06c636889f9 completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8f4320881909d66eaa48f888fab completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6b9dc31ec819093c89ff0a1ccbfa1 completed May 3, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69f6baacd7548190af5514923a0dee26 completed May 3, 2026, 3:02 a.m.
Created at: April 9, 2026, 8:39 p.m.