Triple

T16760080
Position Surface form Disambiguated ID Type / Status
Subject siege of Naples (1495–1496) E407316 entity
Predicate hasParticipant P149 FINISHED
Object French garrison of Naples
The French garrison of Naples was the occupying French military force stationed in Naples during Charles VIII’s Italian campaign in the late 15th century.
E1231522 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: French garrison of Naples | Statement: [siege of Naples (1495–1496), hasParticipant, French garrison of Naples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French garrison of Naples
Context triple: [siege of Naples (1495–1496), hasParticipant, French garrison of Naples]
  • A. Imperial–Spanish garrison of Naples
    The Imperial–Spanish garrison of Naples was the Habsburg-controlled military force defending the city of Naples during the Italian Wars, notably against French attempts to seize it in the early 16th century.
  • B. Neapolitan Army
    The Neapolitan Army was the military force of the Kingdom of Naples in the early 19th century, involved in various Napoleonic-era conflicts in southern Italy.
  • C. Vendôme
    Vendôme is a historic town in the Loir-et-Cher department of central France, known for its medieval architecture and role as a former stronghold of the counts and dukes of Vendôme.
  • D. French Expeditionary Corps in Italy
    The French Expeditionary Corps in Italy was a World War II French army formation, composed largely of North African troops, that played a key role fighting alongside the Allies in the Italian Campaign.
  • E. Spanish–Neapolitan army
    The Spanish–Neapolitan army was an early modern composite military force formed under Spanish rule that combined Spanish and Neapolitan troops in campaigns across Italy and the Mediterranean.
  • 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: French garrison of Naples
Triple: [siege of Naples (1495–1496), hasParticipant, French garrison of Naples]
Generated description
The French garrison of Naples was the occupying French military force stationed in Naples during Charles VIII’s Italian campaign in the late 15th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French garrison of Naples
Target entity description: The French garrison of Naples was the occupying French military force stationed in Naples during Charles VIII’s Italian campaign in the late 15th century.
  • A. Imperial–Spanish garrison of Naples
    The Imperial–Spanish garrison of Naples was the Habsburg-controlled military force defending the city of Naples during the Italian Wars, notably against French attempts to seize it in the early 16th century.
  • B. Neapolitan Army
    The Neapolitan Army was the military force of the Kingdom of Naples in the early 19th century, involved in various Napoleonic-era conflicts in southern Italy.
  • C. Vendôme
    Vendôme is a historic town in the Loir-et-Cher department of central France, known for its medieval architecture and role as a former stronghold of the counts and dukes of Vendôme.
  • D. French Expeditionary Corps in Italy
    The French Expeditionary Corps in Italy was a World War II French army formation, composed largely of North African troops, that played a key role fighting alongside the Allies in the Italian Campaign.
  • E. Spanish–Neapolitan army
    The Spanish–Neapolitan army was an early modern composite military force formed under Spanish rule that combined Spanish and Neapolitan troops in campaigns across Italy and the Mediterranean.
  • 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3abec638c81909d71ff452a4123c9 completed April 18, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00a52b17b88190af24c04d16980c9f completed May 10, 2026, 3:32 p.m.
NEDg Description generation batch_6a00a5e1eea8819088553ac6673e9b1c completed May 10, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_6a00a68b92b48190865ddd477a8ba1c6 completed May 10, 2026, 3:38 p.m.
Created at: April 10, 2026, 5:21 a.m.