Triple

T17594548
Position Surface form Disambiguated ID Type / Status
Subject War with Louis I of Hungary E428532 entity
Predicate hasMilitaryAction P35485 FINISHED
Object Hungarian campaigns in Apulia and Calabria
The Hungarian campaigns in Apulia and Calabria were a series of 14th-century military operations in southern Italy led by Louis I of Hungary as part of his intervention in the Neapolitan succession conflicts.
E1278100 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: Hungarian campaigns in Apulia and Calabria | Statement: [War with Louis I of Hungary, hasMilitaryAction, Hungarian campaigns in Apulia and Calabria]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hungarian campaigns in Apulia and Calabria
Context triple: [War with Louis I of Hungary, hasMilitaryAction, Hungarian campaigns in Apulia and Calabria]
  • A. Austrian offensive in northern Italy
    The Austrian offensive in northern Italy was a major 1800 campaign during the War of the Second Coalition in which Austrian forces sought to defeat Napoleon’s armies and regain control of northern Italian territories.
  • B. Tuscan campaigns
    The Tuscan campaigns were a series of military operations in Tuscany during the War of the Eight Saints, in which the Papal States and their opponents vied for control and influence in the region.
  • C. Italian campaign of 951
    The Italian campaign of 951 was a military expedition led by German King Otto I into northern Italy, aimed at asserting control over the region and influencing the succession to the Italian throne.
  • D. Austrian campaign in Sicily
    The Austrian campaign in Sicily was a 1718–1719 military operation in which Habsburg forces invaded and fought to wrest control of Sicily from Spanish rule during the War of the Quadruple Alliance.
  • E. Southwestern Front of Austria-Hungary
    The Southwestern Front of Austria-Hungary was a major Austro-Hungarian military command responsible for operations against Italy along the Isonzo and Alpine fronts during World War I.
  • 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: Hungarian campaigns in Apulia and Calabria
Triple: [War with Louis I of Hungary, hasMilitaryAction, Hungarian campaigns in Apulia and Calabria]
Generated description
The Hungarian campaigns in Apulia and Calabria were a series of 14th-century military operations in southern Italy led by Louis I of Hungary as part of his intervention in the Neapolitan succession conflicts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hungarian campaigns in Apulia and Calabria
Target entity description: The Hungarian campaigns in Apulia and Calabria were a series of 14th-century military operations in southern Italy led by Louis I of Hungary as part of his intervention in the Neapolitan succession conflicts.
  • A. Austrian offensive in northern Italy
    The Austrian offensive in northern Italy was a major 1800 campaign during the War of the Second Coalition in which Austrian forces sought to defeat Napoleon’s armies and regain control of northern Italian territories.
  • B. Tuscan campaigns
    The Tuscan campaigns were a series of military operations in Tuscany during the War of the Eight Saints, in which the Papal States and their opponents vied for control and influence in the region.
  • C. Italian campaign of 951
    The Italian campaign of 951 was a military expedition led by German King Otto I into northern Italy, aimed at asserting control over the region and influencing the succession to the Italian throne.
  • D. Austrian campaign in Sicily
    The Austrian campaign in Sicily was a 1718–1719 military operation in which Habsburg forces invaded and fought to wrest control of Sicily from Spanish rule during the War of the Quadruple Alliance.
  • E. Southwestern Front of Austria-Hungary
    The Southwestern Front of Austria-Hungary was a major Austro-Hungarian military command responsible for operations against Italy along the Isonzo and Alpine fronts during World War I.
  • 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_69d889e1030481909950e140c63255b9 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e469ea1ac8819083b8449ccdaf2445 completed April 19, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01e817f7248190b7166fbd28393b00 completed May 11, 2026, 2:30 p.m.
NEDg Description generation batch_6a01f002f630819088bc0b7506ceb4d7 completed May 11, 2026, 3:04 p.m.
NED2 Entity disambiguation (via description) batch_6a01f0ebf9e4819091d1b59964c6a275 completed May 11, 2026, 3:08 p.m.
Created at: April 10, 2026, 5:51 a.m.