Triple

T4313689
Position Surface form Disambiguated ID Type / Status
Subject Charles I of Anjou E94136 entity
Predicate battle P12 FINISHED
Object Battle of Benevento
The Battle of Benevento (1266) was a decisive clash in southern Italy where Charles I of Anjou defeated and killed Manfred of Sicily, ending Hohenstaufen rule and reshaping the political landscape of the Italian peninsula.
E429323 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: Battle of Benevento | Statement: [Charles I of Anjou, battle, Battle of Benevento]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Benevento
Context triple: [Charles I of Anjou, battle, Battle of Benevento]
  • A. Battle of Bitonto
    The Battle of Bitonto was a decisive 1734 engagement in southern Italy in which Spanish Bourbon forces defeated the Austrians, securing Spanish control over the Kingdom of Naples during the War of the Polish Succession.
  • B. Battle of Fornovo
    The Battle of Fornovo was a major 1495 clash in northern Italy during the Italian Wars, where a French army under Charles VIII fought a coalition of Italian states in one of the first large-scale battles of the conflict.
  • C. 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.
  • D. Battle of Bologna
    The Battle of Bologna was a late-World War II Allied offensive in April 1945 in northern Italy, in which Polish forces under General Władysław Anders played a key role in capturing the city from German troops.
  • E. Battle of Madonna dell’Olmo
    The Battle of Madonna dell’Olmo was a 1744 engagement of the War of the Austrian Succession near Cuneo in northern Italy, where Franco-Spanish forces clashed inconclusively with the army of Charles Emmanuel III of Sardinia.
  • 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: Battle of Benevento
Triple: [Charles I of Anjou, battle, Battle of Benevento]
Generated description
The Battle of Benevento (1266) was a decisive clash in southern Italy where Charles I of Anjou defeated and killed Manfred of Sicily, ending Hohenstaufen rule and reshaping the political landscape of the Italian peninsula.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Benevento
Target entity description: The Battle of Benevento (1266) was a decisive clash in southern Italy where Charles I of Anjou defeated and killed Manfred of Sicily, ending Hohenstaufen rule and reshaping the political landscape of the Italian peninsula.
  • A. Battle of Bitonto
    The Battle of Bitonto was a decisive 1734 engagement in southern Italy in which Spanish Bourbon forces defeated the Austrians, securing Spanish control over the Kingdom of Naples during the War of the Polish Succession.
  • B. Battle of Fornovo
    The Battle of Fornovo was a major 1495 clash in northern Italy during the Italian Wars, where a French army under Charles VIII fought a coalition of Italian states in one of the first large-scale battles of the conflict.
  • C. 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.
  • D. Battle of Bologna
    The Battle of Bologna was a late-World War II Allied offensive in April 1945 in northern Italy, in which Polish forces under General Władysław Anders played a key role in capturing the city from German troops.
  • E. Battle of Madonna dell’Olmo
    The Battle of Madonna dell’Olmo was a 1744 engagement of the War of the Austrian Succession near Cuneo in northern Italy, where Franco-Spanish forces clashed inconclusively with the army of Charles Emmanuel III of Sardinia.
  • 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_69b3451886588190a3dd1305ea7c58dc completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b350f319c08190bb40a9fc5933728d completed March 12, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c75f30f48190ab030d635bd334af completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5c7d12d408190957f40fe4c9d7ab3 completed March 14, 2026, 8:40 p.m.
NED2 Entity disambiguation (via description) batch_69b5c890dfa48190af458943224ad2e2 completed March 14, 2026, 8:44 p.m.
Created at: March 12, 2026, 11:12 p.m.