Triple

T16413566
Position Surface form Disambiguated ID Type / Status
Subject Battle of Landriano E398624 entity
Predicate alsoKnownAs P39 FINISHED
Object Battaglia di Landriano
Battaglia di Landriano is a 1529 battle of the Italian Wars in which French forces were decisively defeated by the Spanish-Imperial army near Milan, helping to end French ambitions in northern Italy.
E1212750 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: Battaglia di Landriano | Statement: [Battle of Landriano, alsoKnownAs, Battaglia di Landriano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battaglia di Landriano
Context triple: [Battle of Landriano, alsoKnownAs, Battaglia di Landriano]
  • A. Battle of Legnano
    The Battle of Legnano was a pivotal 1176 clash in northern Italy where the Lombard League’s communal forces defeated Holy Roman Emperor Frederick I Barbarossa, marking a major setback for imperial authority in the region.
  • B. Battle of Cremona
    The Battle of Cremona was a key engagement in 69 AD during Rome’s turbulent Year of the Four Emperors, helping to decide the imperial succession amid civil war.
  • C. Battle of Insubria
    The Battle of Insubria was a lesser-known engagement of the Second Punic War in northern Italy, where Carthaginian forces under Mago Barca clashed with Roman armies while attempting to incite Gallic support against Rome.
  • D. Battle of Castelfranco Veneto
    The Battle of Castelfranco Veneto was a 1805 engagement in northern Italy during the Napoleonic Wars, in which French forces defeated Austrian troops as part of Napoleon’s campaign against the Third Coalition.
  • E. Battle of Vailà
    The Battle of Vailà, better known as the Battle of Agnadello (1509), was a major engagement of the War of the League of Cambrai in which French forces decisively defeated the Republic of Venice in northern Italy.
  • 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: Battaglia di Landriano
Triple: [Battle of Landriano, alsoKnownAs, Battaglia di Landriano]
Generated description
Battaglia di Landriano is a 1529 battle of the Italian Wars in which French forces were decisively defeated by the Spanish-Imperial army near Milan, helping to end French ambitions in northern Italy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battaglia di Landriano
Target entity description: Battaglia di Landriano is a 1529 battle of the Italian Wars in which French forces were decisively defeated by the Spanish-Imperial army near Milan, helping to end French ambitions in northern Italy.
  • A. Battle of Legnano
    The Battle of Legnano was a pivotal 1176 clash in northern Italy where the Lombard League’s communal forces defeated Holy Roman Emperor Frederick I Barbarossa, marking a major setback for imperial authority in the region.
  • B. Battle of Cremona
    The Battle of Cremona was a key engagement in 69 AD during Rome’s turbulent Year of the Four Emperors, helping to decide the imperial succession amid civil war.
  • C. Battle of Insubria
    The Battle of Insubria was a lesser-known engagement of the Second Punic War in northern Italy, where Carthaginian forces under Mago Barca clashed with Roman armies while attempting to incite Gallic support against Rome.
  • D. Battle of Castelfranco Veneto
    The Battle of Castelfranco Veneto was a 1805 engagement in northern Italy during the Napoleonic Wars, in which French forces defeated Austrian troops as part of Napoleon’s campaign against the Third Coalition.
  • E. Battle of Vailà
    The Battle of Vailà, better known as the Battle of Agnadello (1509), was a major engagement of the War of the League of Cambrai in which French forces decisively defeated the Republic of Venice in northern Italy.
  • 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_69d87f2950248190bc8ad9b9bebdc8c8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32875bad08190bc3e2218df8c1b07 completed April 18, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00457d9f4081908a5f28eeafc44695 completed May 10, 2026, 8:44 a.m.
NEDg Description generation batch_6a00469f5d8081908c21fc30dcb5d5b8 completed May 10, 2026, 8:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0047322384819082a95f9a6f5a53fc completed May 10, 2026, 8:52 a.m.
Created at: April 10, 2026, 5:09 a.m.